{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from pytdx.hq import TdxHq_API\n",
    "from pytdx.config.hosts import hq_hosts\n",
    "from pytdx.crawler.history_financial_crawler import HistoryFinancialListCrawler\n",
    "from pytdx.crawler.base_crawler import demo_reporthook\n",
    "from pytdx.crawler.history_financial_crawler import HistoryFinancialCrawler\n",
    "pd.set_option('display.max_columns', None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# https://rainx.gitbooks.io/pytdx/content/pytdx_hq.html\n",
    "api = TdxHq_API()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==\n",
      "   market    code  active1    price  last_close     open     high     low  \\\n",
      "0       0  399673     4744  1185.25     1153.00  1154.87  1191.16  1150.9   \n",
      "1       1  600300     2987     3.44        3.36     3.36     3.46     3.3   \n",
      "\n",
      "   reversed_bytes0  reversed_bytes1       vol  cur_vol        amount   s_vol  \\\n",
      "0         14881776                0  11305113  2090997  1.726035e+10       0   \n",
      "1         14999757             -344    477943     4647  1.622418e+08  235314   \n",
      "\n",
      "    b_vol  reversed_bytes2  reversed_bytes3     bid1     ask1  bid_vol1  \\\n",
      "0       0           602826          -118525  1185.25  1185.25         0   \n",
      "1  242629                0             4143     3.44     3.45      5788   \n",
      "\n",
      "   ask_vol1     bid2     ask2  bid_vol2  ask_vol2     bid3     ask3  bid_vol3  \\\n",
      "0         0  1185.25  1185.25         0         0  1185.25  1185.25         0   \n",
      "1      6642     3.43     3.46      3609      5878     3.42     3.47      2374   \n",
      "\n",
      "   ask_vol3     bid4     ask4  bid_vol4  ask_vol4     bid5     ask5  bid_vol5  \\\n",
      "0         0  1185.25  1185.25         0         0  1185.25  1185.25         0   \n",
      "1      3062     3.41     3.48      3369      4828     3.40     3.49      6295   \n",
      "\n",
      "   ask_vol5 reversed_bytes4  reversed_bytes5  reversed_bytes6  \\\n",
      "0         0            (2,)                0          -118525   \n",
      "1      2617         (4162,)                1              -55   \n",
      "\n",
      "   reversed_bytes7  reversed_bytes8  reversed_bytes9  active2  \n",
      "0          -118525          -118525            -0.03        0  \n",
      "1              -22                3            -0.28     2987  \n",
      "market               int64\n",
      "code                object\n",
      "active1              int64\n",
      "price              float64\n",
      "last_close         float64\n",
      "open               float64\n",
      "high               float64\n",
      "low                float64\n",
      "reversed_bytes0      int64\n",
      "reversed_bytes1      int64\n",
      "vol                  int64\n",
      "cur_vol              int64\n",
      "amount             float64\n",
      "s_vol                int64\n",
      "b_vol                int64\n",
      "reversed_bytes2      int64\n",
      "reversed_bytes3      int64\n",
      "bid1               float64\n",
      "ask1               float64\n",
      "bid_vol1             int64\n",
      "ask_vol1             int64\n",
      "bid2               float64\n",
      "ask2               float64\n",
      "bid_vol2             int64\n",
      "ask_vol2             int64\n",
      "bid3               float64\n",
      "ask3               float64\n",
      "bid_vol3             int64\n",
      "ask_vol3             int64\n",
      "bid4               float64\n",
      "ask4               float64\n",
      "bid_vol4             int64\n",
      "ask_vol4             int64\n",
      "bid5               float64\n",
      "ask5               float64\n",
      "bid_vol5             int64\n",
      "ask_vol5             int64\n",
      "reversed_bytes4     object\n",
      "reversed_bytes5      int64\n",
      "reversed_bytes6      int64\n",
      "reversed_bytes7      int64\n",
      "reversed_bytes8      int64\n",
      "reversed_bytes9    float64\n",
      "active2              int64\n",
      "dtype: object\n"
     ]
    }
   ],
   "source": [
    "columns = [\"market\", \"code\", \"price\", \"last_close\", \"open\", \"high\", \"low\", \"vol\", \"cur_vol\", \"amount\", \"s_vol\", \"b_vol\", \"bid1\", \"ask1\",\n",
    "          \"bid_vol1\", \"ask_vol1\", \"bid2\", \"bid_vol2\", \"ask2\", \"ask_vol2\", \"bid3\", \"bid_vol3\", \"ask3\", \"ask_vol3\", \"bid4\", \"bid_vol4\",\n",
    "           \"ask4\", \"ask_vol4\", \"bid5\", \"bid_vol5\", \"ask5\", \"ask_vol5\",]\n",
    "\n",
    "with api.connect('119.147.212.81', 7709):\n",
    "    data = api.to_df(api.get_security_quotes([(0, '399673'), (1, '600300')]))\n",
    "    print(\"==\")\n",
    "    #data = data[]\n",
    "    print(data)\n",
    "    print(data.dtypes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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      "1229 35043287\n",
      "1230 35072454\n",
      "1231 35101603\n",
      "1232 35101603\n",
      "1233 35101603\n",
      "1234 35127624\n",
      "1235 35127624\n",
      "1236 35127624\n",
      "1237 35153651\n",
      "1238 35153651\n",
      "1239 35153651\n",
      "1240 35153651\n",
      "1241 35153651\n",
      "1242 35153651\n",
      "1243 35153651\n",
      "1244 35206229\n",
      "1245 35206229\n",
      "1246 35206229\n",
      "1247 35219724\n",
      "1248 35219724\n",
      "1249 35219724\n",
      "1250 35233218\n",
      "1251 35233218\n",
      "1252 35233218\n",
      "1253 35246718\n",
      "1254 35246718\n",
      "1255 35246718\n",
      "1256 35275901\n",
      "1257 35275901\n",
      "1258 35275901\n",
      "1259 35275901\n",
      "1260 35275901\n",
      "1261 35275901\n",
      "1262 35275901\n",
      "1263 35359899\n"
     ]
    }
   ],
   "source": [
    "df = pd.read_csv(r\"C:\\quanttime\\data\\finance\\valuation\\603998.XSHG.csv\")\n",
    "for row in df.itertuples(name=\"df1\"):\n",
    "    print(row.Index,row.id)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>close</th>\n",
       "      <th>index_name</th>\n",
       "      <th>pb</th>\n",
       "      <th>pe</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2004-01-02</th>\n",
       "      <td>640.66</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.33</td>\n",
       "      <td>45.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-01-05</th>\n",
       "      <td>637.08</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.32</td>\n",
       "      <td>45.84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-01-06</th>\n",
       "      <td>640.86</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.33</td>\n",
       "      <td>46.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-01-07</th>\n",
       "      <td>650.80</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.37</td>\n",
       "      <td>47.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-01-08</th>\n",
       "      <td>673.23</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.45</td>\n",
       "      <td>49.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-01-09</th>\n",
       "      <td>670.82</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.44</td>\n",
       "      <td>48.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-01-12</th>\n",
       "      <td>672.99</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.45</td>\n",
       "      <td>48.98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-01-13</th>\n",
       "      <td>683.40</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.49</td>\n",
       "      <td>49.61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-01-14</th>\n",
       "      <td>690.50</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.51</td>\n",
       "      <td>50.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-01-15</th>\n",
       "      <td>691.19</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.52</td>\n",
       "      <td>50.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-01-16</th>\n",
       "      <td>690.46</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.52</td>\n",
       "      <td>50.52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-01-29</th>\n",
       "      <td>707.73</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.58</td>\n",
       "      <td>51.59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-01-30</th>\n",
       "      <td>709.88</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.59</td>\n",
       "      <td>51.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-02</th>\n",
       "      <td>719.12</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.62</td>\n",
       "      <td>51.66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-03</th>\n",
       "      <td>726.04</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.64</td>\n",
       "      <td>52.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-04</th>\n",
       "      <td>744.54</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.71</td>\n",
       "      <td>53.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-05</th>\n",
       "      <td>756.85</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.75</td>\n",
       "      <td>53.79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-06</th>\n",
       "      <td>738.20</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.68</td>\n",
       "      <td>52.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-09</th>\n",
       "      <td>745.19</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.71</td>\n",
       "      <td>53.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-10</th>\n",
       "      <td>756.70</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.75</td>\n",
       "      <td>53.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-11</th>\n",
       "      <td>755.96</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.74</td>\n",
       "      <td>53.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-12</th>\n",
       "      <td>763.65</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.77</td>\n",
       "      <td>53.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-13</th>\n",
       "      <td>754.17</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.74</td>\n",
       "      <td>53.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-16</th>\n",
       "      <td>773.80</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.81</td>\n",
       "      <td>55.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-17</th>\n",
       "      <td>778.73</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.83</td>\n",
       "      <td>55.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-18</th>\n",
       "      <td>802.38</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.92</td>\n",
       "      <td>57.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-19</th>\n",
       "      <td>799.44</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.90</td>\n",
       "      <td>56.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-20</th>\n",
       "      <td>804.45</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.92</td>\n",
       "      <td>56.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-23</th>\n",
       "      <td>783.88</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.84</td>\n",
       "      <td>55.52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-02-24</th>\n",
       "      <td>779.44</td>\n",
       "      <td>其他轻工制造</td>\n",
       "      <td>2.83</td>\n",
       "      <td>54.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-10</th>\n",
       "      <td>2354.50</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.29</td>\n",
       "      <td>31.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-11</th>\n",
       "      <td>2296.66</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.24</td>\n",
       "      <td>30.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-12</th>\n",
       "      <td>2268.74</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.20</td>\n",
       "      <td>30.43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-15</th>\n",
       "      <td>2258.93</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.19</td>\n",
       "      <td>30.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-16</th>\n",
       "      <td>2281.68</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.22</td>\n",
       "      <td>30.57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-17</th>\n",
       "      <td>2291.82</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.23</td>\n",
       "      <td>30.79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-18</th>\n",
       "      <td>2279.21</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.21</td>\n",
       "      <td>30.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-19</th>\n",
       "      <td>2275.86</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.21</td>\n",
       "      <td>30.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-22</th>\n",
       "      <td>2240.52</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.17</td>\n",
       "      <td>30.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-23</th>\n",
       "      <td>2219.81</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.15</td>\n",
       "      <td>29.95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-24</th>\n",
       "      <td>2233.70</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.16</td>\n",
       "      <td>30.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-25</th>\n",
       "      <td>2155.18</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.08</td>\n",
       "      <td>28.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-26</th>\n",
       "      <td>2121.21</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.03</td>\n",
       "      <td>28.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-29</th>\n",
       "      <td>2063.70</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>1.95</td>\n",
       "      <td>29.39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-04-30</th>\n",
       "      <td>2079.76</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.14</td>\n",
       "      <td>30.61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-06</th>\n",
       "      <td>1942.30</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>1.98</td>\n",
       "      <td>27.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-07</th>\n",
       "      <td>1971.14</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.03</td>\n",
       "      <td>28.17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-08</th>\n",
       "      <td>1968.86</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.04</td>\n",
       "      <td>28.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-09</th>\n",
       "      <td>1933.71</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.00</td>\n",
       "      <td>27.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-10</th>\n",
       "      <td>1996.54</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.07</td>\n",
       "      <td>28.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-13</th>\n",
       "      <td>1990.31</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.06</td>\n",
       "      <td>28.43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-14</th>\n",
       "      <td>1988.11</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.06</td>\n",
       "      <td>28.46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-14</th>\n",
       "      <td>1988.11</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.06</td>\n",
       "      <td>28.46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-15</th>\n",
       "      <td>2026.77</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.10</td>\n",
       "      <td>28.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-15</th>\n",
       "      <td>2026.77</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.10</td>\n",
       "      <td>28.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-16</th>\n",
       "      <td>2042.89</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.11</td>\n",
       "      <td>29.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-16</th>\n",
       "      <td>2042.89</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.11</td>\n",
       "      <td>29.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-17</th>\n",
       "      <td>1963.10</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.02</td>\n",
       "      <td>27.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-17</th>\n",
       "      <td>1963.10</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>2.02</td>\n",
       "      <td>27.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-05-20</th>\n",
       "      <td>1936.96</td>\n",
       "      <td>家用轻工</td>\n",
       "      <td>1.99</td>\n",
       "      <td>27.44</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3726 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              close index_name    pb     pe\n",
       "date                                       \n",
       "2004-01-02   640.66     其他轻工制造  2.33  45.73\n",
       "2004-01-05   637.08     其他轻工制造  2.32  45.84\n",
       "2004-01-06   640.86     其他轻工制造  2.33  46.37\n",
       "2004-01-07   650.80     其他轻工制造  2.37  47.14\n",
       "2004-01-08   673.23     其他轻工制造  2.45  49.13\n",
       "2004-01-09   670.82     其他轻工制造  2.44  48.80\n",
       "2004-01-12   672.99     其他轻工制造  2.45  48.98\n",
       "2004-01-13   683.40     其他轻工制造  2.49  49.61\n",
       "2004-01-14   690.50     其他轻工制造  2.51  50.00\n",
       "2004-01-15   691.19     其他轻工制造  2.52  50.45\n",
       "2004-01-16   690.46     其他轻工制造  2.52  50.52\n",
       "2004-01-29   707.73     其他轻工制造  2.58  51.59\n",
       "2004-01-30   709.88     其他轻工制造  2.59  51.18\n",
       "2004-02-02   719.12     其他轻工制造  2.62  51.66\n",
       "2004-02-03   726.04     其他轻工制造  2.64  52.07\n",
       "2004-02-04   744.54     其他轻工制造  2.71  53.24\n",
       "2004-02-05   756.85     其他轻工制造  2.75  53.79\n",
       "2004-02-06   738.20     其他轻工制造  2.68  52.53\n",
       "2004-02-09   745.19     其他轻工制造  2.71  53.04\n",
       "2004-02-10   756.70     其他轻工制造  2.75  53.97\n",
       "2004-02-11   755.96     其他轻工制造  2.74  53.54\n",
       "2004-02-12   763.65     其他轻工制造  2.77  53.85\n",
       "2004-02-13   754.17     其他轻工制造  2.74  53.78\n",
       "2004-02-16   773.80     其他轻工制造  2.81  55.16\n",
       "2004-02-17   778.73     其他轻工制造  2.83  55.22\n",
       "2004-02-18   802.38     其他轻工制造  2.92  57.08\n",
       "2004-02-19   799.44     其他轻工制造  2.90  56.82\n",
       "2004-02-20   804.45     其他轻工制造  2.92  56.97\n",
       "2004-02-23   783.88     其他轻工制造  2.84  55.52\n",
       "2004-02-24   779.44     其他轻工制造  2.83  54.97\n",
       "...             ...        ...   ...    ...\n",
       "2019-04-10  2354.50       家用轻工  2.29  31.64\n",
       "2019-04-11  2296.66       家用轻工  2.24  30.88\n",
       "2019-04-12  2268.74       家用轻工  2.20  30.43\n",
       "2019-04-15  2258.93       家用轻工  2.19  30.18\n",
       "2019-04-16  2281.68       家用轻工  2.22  30.57\n",
       "2019-04-17  2291.82       家用轻工  2.23  30.79\n",
       "2019-04-18  2279.21       家用轻工  2.21  30.91\n",
       "2019-04-19  2275.86       家用轻工  2.21  30.86\n",
       "2019-04-22  2240.52       家用轻工  2.17  30.38\n",
       "2019-04-23  2219.81       家用轻工  2.15  29.95\n",
       "2019-04-24  2233.70       家用轻工  2.16  30.13\n",
       "2019-04-25  2155.18       家用轻工  2.08  28.97\n",
       "2019-04-26  2121.21       家用轻工  2.03  28.53\n",
       "2019-04-29  2063.70       家用轻工  1.95  29.39\n",
       "2019-04-30  2079.76       家用轻工  2.14  30.61\n",
       "2019-05-06  1942.30       家用轻工  1.98  27.60\n",
       "2019-05-07  1971.14       家用轻工  2.03  28.17\n",
       "2019-05-08  1968.86       家用轻工  2.04  28.35\n",
       "2019-05-09  1933.71       家用轻工  2.00  27.77\n",
       "2019-05-10  1996.54       家用轻工  2.07  28.60\n",
       "2019-05-13  1990.31       家用轻工  2.06  28.43\n",
       "2019-05-14  1988.11       家用轻工  2.06  28.46\n",
       "2019-05-14  1988.11       家用轻工  2.06  28.46\n",
       "2019-05-15  2026.77       家用轻工  2.10  28.91\n",
       "2019-05-15  2026.77       家用轻工  2.10  28.91\n",
       "2019-05-16  2042.89       家用轻工  2.11  29.13\n",
       "2019-05-16  2042.89       家用轻工  2.11  29.13\n",
       "2019-05-17  1963.10       家用轻工  2.02  27.87\n",
       "2019-05-17  1963.10       家用轻工  2.02  27.87\n",
       "2019-05-20  1936.96       家用轻工  1.99  27.44\n",
       "\n",
       "[3726 rows x 4 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv(r\"C:\\quanttime\\data\\index\\sw\\valuation\\801142.csv\",index_col=[\"date\"], parse_dates=True,\n",
    "                 usecols=['date', 'close', 'index_name', 'pb', 'pe'], encoding=\"gbk\")\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            filename  filesize                              hash\n",
      "0   gpcw20180930.zip   2647987  3d7f6c6db9e0e54c43d940d21dc1877b\n",
      "1   gpcw20180630.zip   2917203  7fd55b65c595e9f206433dfe757c2883\n",
      "2   gpcw20180331.zip   2560498  472d9c55dd96a0f12d2013fb29d4ef4b\n",
      "3   gpcw20171231.zip   2989067  1402786b3d427673e45ee561d046084b\n",
      "4   gpcw20170930.zip   2625783  64c8ee81d09a485a0d96c1f1a9715b79\n",
      "5   gpcw20170630.zip   2821662  7a04c02df812586807b3ffcd2cefd89a\n",
      "6   gpcw20170331.zip   2398358  006af24e1812b1fbf2af101276d10812\n",
      "7   gpcw20161231.zip   2931524  9c5e67357d54721d9b86ea177c11c79f\n",
      "8   gpcw20160930.zip   2335264  f56248174aa0e39c4b5e596e700d9d66\n",
      "9   gpcw20160630.zip   2500808  640c11a7b80471b38e5a4cd5aa65e6db\n",
      "10  gpcw20160331.zip   2098916  1d900483c97908e8b59ccf6224fbb970\n",
      "11  gpcw20151231.zip   2872106  9da0cbfc37d8d94c0842b7c805884bb2\n",
      "12  gpcw20150930.zip   2117753  caf879a5e7f144503d1f5a1b50b33d65\n",
      "13  gpcw20150630.zip   2234112  fd416e61d2b43033014d4eae08c1200e\n",
      "14  gpcw20150331.zip   1934025  8c71cb8e0b525155c5283caaa03fdbf3\n",
      "15  gpcw20141231.zip   2688748  652cb17dc5d2cacb4353f8bbcf5845e5\n",
      "16  gpcw20140930.zip   1893879  793681bbdce7805f69612be92f5bf73e\n",
      "17  gpcw20140630.zip   2020226  edfbc7923adbb0eea27b81c7f768eb74\n",
      "18  gpcw20140331.zip   1738132  2469efe78a68b27326c6067a3e55c0ee\n",
      "19  gpcw20131231.zip   2392709  729b3b4fa232066770a35fed687450b6\n",
      "20  gpcw20130930.zip   1773969  41dd757d066c256acbeb8b673671b137\n",
      "21  gpcw20130630.zip   1933633  67a20223c7ada0533fb6d7cdb1918593\n",
      "22  gpcw20130331.zip   1670565  359b80a739adee12d593497901c4d222\n",
      "23  gpcw20121231.zip   2177662  dfae523cb9b0797554b235c2c53a8bed\n",
      "24  gpcw20120930.zip   1732881  ab10051a5d50cccc7cab75810e809b9b\n",
      "25  gpcw20120630.zip   1870916  ba60842afa6d54eedee169fd8d4dcc3b\n",
      "26  gpcw20120331.zip   1604307  0c7dbee0217e48750209963bc14d03c5\n",
      "27  gpcw20111231.zip   2012328  6e92b940495412bd546728ce88d8cf7f\n",
      "28  gpcw20110930.zip   1610969  7b9f763fc11ab98706741e0a829799d5\n",
      "29  gpcw20110630.zip   1749562  e51a3bbdb887014be3b2e7676d1f0947\n",
      "..               ...       ...                               ...\n",
      "48  gpcw20060930.zip   1005484  d9a294a0a9ceaa76b508f24889299e76\n",
      "49  gpcw20060630.zip   1014118  7cceb76ebc86f93922bfab9198a56907\n",
      "50  gpcw20060331.zip    905622  e30ec119ec969f8470620581d1004756\n",
      "51  gpcw20051231.zip   1134597  0b5d62233acf86dbf3cfc96933d97b3f\n",
      "52  gpcw20050930.zip    947659  aaefb1285acff1fb725b4627a0642e0c\n",
      "53  gpcw20050630.zip    961507  de7707294df714959c5d146f819a3d35\n",
      "54  gpcw20050331.zip    874614  d3d5daa33de789cf4320456d072f702d\n",
      "55  gpcw20041231.zip   1091672  a466d4646e2d282ff0542faa8caa17a3\n",
      "56  gpcw20040930.zip    928105  f12b6633af77b5d6588647fba73a54e5\n",
      "57  gpcw20040630.zip    940193  6f17f895fd12999c33b3d7850aadcb54\n",
      "58  gpcw20040331.zip    824364  934f403da5a04129abdb42f9fc6cc04f\n",
      "59  gpcw20031231.zip   1005961  1eb4373148213e95b47599b08bd8539d\n",
      "60  gpcw20030930.zip    807769  d0ef0966c6b800020803d4d219c342d6\n",
      "61  gpcw20030630.zip    811965  feeaa4b9fd18fa391d8b0ee3820cf546\n",
      "62  gpcw20030331.zip    727163  ce3c4d345c76643a8f261c462777de1f\n",
      "63  gpcw20021231.zip    871157  1632116f22af394d2f5b4cc6091aacea\n",
      "64  gpcw20020930.zip    536774  ecf079adc6cb017ae6d0084fb9f5b1f5\n",
      "65  gpcw20020630.zip    759004  2ff229f20d86942b9e738fd649d34f48\n",
      "66  gpcw20020331.zip    461683  2f9ed55e28892b6bfcc9a9a465d40fd6\n",
      "67  gpcw20011231.zip    817082  c14810f405a7bf09fa98435d4a059d88\n",
      "68  gpcw20010930.zip     46611  0811f36005b04f56cbcaa43459f7ac05\n",
      "69  gpcw20010630.zip    688867  819bc34b63886f35ec8e17b933b49eb2\n",
      "70  gpcw20010331.zip      7177  fef479e0ee4ce33191874cc15b6e1d89\n",
      "71  gpcw20001231.zip    770226  8af65403290537acc311751248061de7\n",
      "72  gpcw20000930.zip       638  7dbbeb70df53cc378be413a4de7cf7f6\n",
      "73  gpcw20000630.zip    640348  980420ee2295bdc16e331582761d75ec\n",
      "74  gpcw19991231.zip    709209  08d81ecfa09dafc6842cf520f01315c7\n",
      "75  gpcw19990630.zip    443065  65228d9db21d42e683698ac8dd72ef57\n",
      "76  gpcw19981231.zip    639007  adbed98b12cbc1c4ac312ff9d0fd4b69\n",
      "77  gpcw19980630.zip    385920  eddfbcc712aae4f3f79acee4afba6787\n",
      "\n",
      "[78 rows x 3 columns]\n"
     ]
    }
   ],
   "source": [
    "crawler = HistoryFinancialListCrawler()\n",
    "list_data = crawler.fetch_and_parse()\n",
    "print(pd.DataFrame(data=list_data))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloaded 51200, Total is 2647987\n",
      "Downloaded 102400, Total is 2647987\n",
      "Downloaded 153600, Total is 2647987\n",
      "Downloaded 204800, Total is 2647987\n",
      "Downloaded 256000, Total is 2647987\n",
      "Downloaded 307200, Total is 2647987\n",
      "Downloaded 358400, Total is 2647987\n",
      "Downloaded 409600, Total is 2647987\n",
      "Downloaded 460800, Total is 2647987\n",
      "Downloaded 512000, Total is 2647987\n",
      "Downloaded 563200, Total is 2647987\n",
      "Downloaded 614400, Total is 2647987\n",
      "Downloaded 665600, Total is 2647987\n",
      "Downloaded 716800, Total is 2647987\n",
      "Downloaded 768000, Total is 2647987\n",
      "Downloaded 819200, Total is 2647987\n",
      "Downloaded 870400, Total is 2647987\n",
      "Downloaded 921600, Total is 2647987\n",
      "Downloaded 972800, Total is 2647987\n",
      "Downloaded 1024000, Total is 2647987\n",
      "Downloaded 1075200, Total is 2647987\n",
      "Downloaded 1126400, Total is 2647987\n",
      "Downloaded 1177600, Total is 2647987\n",
      "Downloaded 1228800, Total is 2647987\n",
      "Downloaded 1280000, Total is 2647987\n",
      "Downloaded 1331200, Total is 2647987\n",
      "Downloaded 1382400, Total is 2647987\n",
      "Downloaded 1433600, Total is 2647987\n",
      "Downloaded 1484800, Total is 2647987\n",
      "Downloaded 1536000, Total is 2647987\n",
      "Downloaded 1587200, Total is 2647987\n",
      "Downloaded 1638400, Total is 2647987\n",
      "Downloaded 1689600, Total is 2647987\n",
      "Downloaded 1740800, Total is 2647987\n",
      "Downloaded 1792000, Total is 2647987\n",
      "Downloaded 1843200, Total is 2647987\n",
      "Downloaded 1894400, Total is 2647987\n",
      "Downloaded 1945600, Total is 2647987\n",
      "Downloaded 1996800, Total is 2647987\n",
      "Downloaded 2048000, Total is 2647987\n",
      "Downloaded 2099200, Total is 2647987\n",
      "Downloaded 2150400, Total is 2647987\n",
      "Downloaded 2201600, Total is 2647987\n",
      "Downloaded 2252800, Total is 2647987\n",
      "Downloaded 2304000, Total is 2647987\n",
      "Downloaded 2355200, Total is 2647987\n",
      "Downloaded 2406400, Total is 2647987\n",
      "Downloaded 2457600, Total is 2647987\n",
      "Downloaded 2508800, Total is 2647987\n",
      "Downloaded 2560000, Total is 2647987\n",
      "Downloaded 2611200, Total is 2647987\n",
      "Downloaded 2647987, Total is 2647987\n",
      "Downloaded 2647987, Total is 2647987\n",
      "        report_date    col1      col2     col3       col4    col5       col6  \\\n",
      "code                                                                           \n",
      "000001     20180930  1.1400  1.130000   5.3500  12.540000  3.2800   8.696000   \n",
      "000002     20180930  1.2670  1.263361   7.5900  12.682300  0.8000   9.989000   \n",
      "000004     20180930 -0.0309 -0.040456   0.3700   1.513200  0.0100  -2.040000   \n",
      "000005     20180930  0.0062  0.004382  -0.4100   1.255500  0.6500   0.492000   \n",
      "000006     20180930  0.3728  0.371428   1.9400   4.316100  0.3500   8.637000   \n",
      "000007     20180930 -0.0250  0.026219  -0.3800   1.091800  0.4500  -2.290000   \n",
      "000008     20180930  0.0439  0.040919   0.5200   2.520300  1.0200   1.740000   \n",
      "000009     20180930  0.0459  0.041292   0.8600   2.367400  0.3700   1.938000   \n",
      "000010     20180930 -0.2341 -0.237239  -1.6600   1.176200  1.8200 -19.907000   \n",
      "000011     20180930  0.2419  0.241494   3.1400   4.841200  0.1900   4.998000   \n",
      "000012     20180930  0.1700  0.146559   1.5700   3.128000  0.3800   5.238000   \n",
      "000014     20180930  0.0112 -0.046961   1.5300   3.674000  0.0400   0.306000   \n",
      "000016     20180930  0.1785 -0.208970   1.7800   3.328800  0.0400   5.362000   \n",
      "000017     20180930  0.0020  0.001582  -2.1600   0.030800  1.1300   6.387000   \n",
      "000018     20180930  0.0150 -0.105251   0.8600   1.228200 -0.7600   1.222000   \n",
      "000019     20180930 -0.0603 -0.062656   0.0100   1.845800  0.7200  -3.269000   \n",
      "000020     20180930  0.0018 -0.004777  -0.6500   1.134200  0.5100   0.155000   \n",
      "000021     20180930  0.2996  0.016263   1.7600   4.200700  0.4600   7.133000   \n",
      "000023     20180930  0.0770  0.083677   0.8800   2.997300  0.7300   2.557000   \n",
      "000025     20180930  0.1206  0.097266   0.4400   3.360800  1.9000   3.587000   \n",
      "000026     20180930  0.3707  0.337739   1.9200   5.814600  2.4200   6.376000   \n",
      "000027     20180930  0.1523  0.148576   2.1300   5.319000  1.0000   2.864000   \n",
      "000028     20180930  2.1650  2.115297  14.8800  25.731199  9.3400   8.415000   \n",
      "000029     20180930  0.3697  0.369581   1.1000   3.162700  0.9600  11.689000   \n",
      "000030     20180930  0.3651  0.334177   1.8100   3.403600  0.2900  10.728000   \n",
      "000031     20180930  0.5000  0.389063   2.4200   4.063900  0.0000  12.320000   \n",
      "000032     20180930  0.2021  0.173392   1.5000   3.223200  0.1000   6.269000   \n",
      "000034     20180930  0.5265  0.490577   0.8600   5.620500  3.6300   9.368000   \n",
      "000035     20180930  0.1233  0.121835   0.7800   2.357800  1.2400   5.230000   \n",
      "000036     20180930  0.6470  0.637138   2.5000   4.021700  0.2000  16.080999   \n",
      "...             ...     ...       ...      ...        ...     ...        ...   \n",
      "603936     20180930  0.3830  0.322800   2.3283   9.798900  6.2456   3.904000   \n",
      "603937     20180930  0.4200  0.360900   2.3300   6.182700  2.6400   6.719000   \n",
      "603938     20180930  0.5800  0.512200   2.8500   6.896300  2.5800   8.415000   \n",
      "603939     20180930  0.8510  0.796300   2.6400   9.318600  5.5300   9.135000   \n",
      "603955     20180930  0.4988  0.462900   3.3400   9.650400  4.9200   5.169000   \n",
      "603958     20180930  0.0340 -0.132000   1.5400   4.936300  2.1800   0.676000   \n",
      "603959     20180930  0.2900  0.276300   1.6100   3.333100  0.5700   8.666000   \n",
      "603960     20180930  0.3100  0.290100   1.1800   3.447100  1.1400   9.106000   \n",
      "603963     20180930  0.0400 -0.018900   0.7000   3.529500  1.5900   1.178000   \n",
      "603966     20180930  0.2258  0.207500   1.3700   4.165200  1.5700   5.407000   \n",
      "603968     20180930  0.7300  0.696800   3.2500   6.837800  1.9400  10.711000   \n",
      "603969     20180930  0.1100  0.098300   0.5900   1.981500  0.2700   5.535000   \n",
      "603970     20180930  0.5700  0.518300   1.7800   5.253400  2.0800  10.793000   \n",
      "603976     20180930  0.4400  0.437100   1.5300   6.423800  3.6700   6.842000   \n",
      "603977     20180930  0.1700  0.119300   1.1200   3.161900  0.8700   5.377000   \n",
      "603978     20180930  0.5100  0.426400   3.6100   8.553800  3.6300   5.993000   \n",
      "603979     20180930  0.3800  0.367100   2.8000   6.866600  2.7400   5.585000   \n",
      "603980     20180930  1.1000  1.069500   4.3200   8.379400  2.6800  13.126000   \n",
      "603985     20180930  1.0009  0.873300   3.6200  10.287000  5.5700   8.732000   \n",
      "603986     20180930  1.3102  1.201500   3.7000   6.713000  2.5100  19.224001   \n",
      "603987     20180930  0.2600  0.244800   0.9900   2.936000  0.8300   8.739000   \n",
      "603988     20180930  0.1700  0.154000   0.9500   2.816900  0.7300   5.862000   \n",
      "603989     20180930  0.5770  0.530600   1.1800   4.662500  2.1400  11.326000   \n",
      "603990     20180930  0.1400  0.083000   2.2100   5.338700  2.1200   2.645000   \n",
      "603991     20180930  0.3000  0.294000   1.8700   6.387300  3.3200   4.666000   \n",
      "603993     20180930  0.1900  0.191400   0.3800   1.910800  1.2700  10.023000   \n",
      "603996     20180930  0.2975  0.284100   2.1000   5.232900  1.8500   5.686000   \n",
      "603997     20180930  0.3700  0.367300   1.2900   2.842000  0.3900  12.829000   \n",
      "603998     20180930  0.1400  0.128700   1.0400   2.429800  0.3200   5.851000   \n",
      "603999     20180930  0.0540  0.037400   1.2800   2.947900  0.4800   1.825000   \n",
      "\n",
      "         col7          col8          col9         col10         col11  \\\n",
      "code                                                                    \n",
      "000001 -0.660  6.706099e+11  1.034600e+11  0.000000e+00  0.000000e+00   \n",
      "000002 -2.331  1.327655e+11  0.000000e+00  0.000000e+00  1.733613e+09   \n",
      "000004 -0.029  1.228867e+08  0.000000e+00  2.000000e+05  3.616891e+07   \n",
      "000005 -0.032  5.214445e+07  0.000000e+00  2.243196e+06  1.450659e+08   \n",
      "000006  0.506  2.548658e+09  0.000000e+00  0.000000e+00  8.277181e+06   \n",
      "000007 -0.018  7.512816e+06  1.113665e+08  0.000000e+00  2.891961e+04   \n",
      "000008 -0.317  6.051395e+08  3.474649e+05  1.156957e+08  2.695397e+09   \n",
      "000009  0.957  4.213404e+09  5.815246e+08  6.205173e+08  2.453631e+09   \n",
      "000010 -0.086  1.206999e+08  0.000000e+00  4.260000e+06  9.018062e+08   \n",
      "000011  0.084  2.428047e+09  0.000000e+00  0.000000e+00  8.808925e+07   \n",
      "000012  0.493  3.013213e+09  0.000000e+00  5.973496e+08  7.981280e+08   \n",
      "000014  0.430  2.074578e+08  0.000000e+00  0.000000e+00  5.977756e+05   \n",
      "000016 -1.203  4.076676e+09  2.319855e+07  3.569345e+09  4.770972e+09   \n",
      "000017  0.000  1.928219e+07  0.000000e+00  2.050000e+06  2.215813e+07   \n",
      "000018  0.758  1.222692e+09  0.000000e+00  4.471772e+08  5.221732e+09   \n",
      "000019  0.015  1.816413e+08  1.202331e+06  0.000000e+00  6.663797e+07   \n",
      "000020 -0.191  1.200388e+07  0.000000e+00  7.268874e+07  1.384750e+08   \n",
      "000021  0.428  4.567611e+09  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000023  0.294  4.133031e+08  0.000000e+00  5.249311e+07  7.903551e+08   \n",
      "000025 -0.087  1.341430e+08  0.000000e+00  0.000000e+00  8.264716e+07   \n",
      "000026  0.662  1.983967e+08  0.000000e+00  6.153469e+06  4.415053e+08   \n",
      "000027  1.121  4.035754e+09  3.749302e+08  6.224783e+07  4.946564e+09   \n",
      "000028  1.317  6.983235e+09  0.000000e+00  8.747405e+08  1.045032e+10   \n",
      "000029  0.657  1.195342e+09  0.000000e+00  0.000000e+00  1.550643e+08   \n",
      "000030  0.086  1.470377e+09  0.000000e+00  1.587586e+09  1.529938e+09   \n",
      "000031 -1.730  1.164462e+10  0.000000e+00  0.000000e+00  2.257338e+08   \n",
      "000032  0.145  8.328160e+08  0.000000e+00  1.272162e+07  2.242623e+08   \n",
      "000034  0.965  1.960815e+09  2.260865e+06  7.618134e+08  6.781085e+09   \n",
      "000035  0.231  3.677202e+08  0.000000e+00  1.990000e+06  4.705164e+08   \n",
      "000036  1.843  3.776217e+09  0.000000e+00  0.000000e+00  3.087671e+07   \n",
      "...       ...           ...           ...           ...           ...   \n",
      "603936  0.470  2.558143e+08  0.000000e+00  2.074059e+08  4.252826e+08   \n",
      "603937  0.507  2.391144e+08  0.000000e+00  1.453491e+08  2.561403e+08   \n",
      "603938  0.712  1.088997e+08  0.000000e+00  1.431756e+08  5.622432e+07   \n",
      "603939  0.888  7.468763e+08  0.000000e+00  1.233129e+06  5.219586e+08   \n",
      "603955 -2.388  2.128495e+08  0.000000e+00  5.000000e+05  4.359989e+08   \n",
      "603958  0.195  4.503331e+07  0.000000e+00  0.000000e+00  9.296287e+07   \n",
      "603959  0.515  1.697903e+08  0.000000e+00  6.581539e+08  9.398510e+08   \n",
      "603960  0.246  2.052342e+08  0.000000e+00  1.739938e+07  7.820658e+07   \n",
      "603963  0.548  8.702454e+07  2.313807e+08  0.000000e+00  4.509702e+07   \n",
      "603966  0.272  3.466413e+08  0.000000e+00  5.436241e+07  2.605789e+08   \n",
      "603968  0.642  4.248318e+08  0.000000e+00  1.159765e+08  2.148573e+08   \n",
      "603969  0.206  3.089231e+08  0.000000e+00  5.672809e+07  9.358164e+08   \n",
      "603970 -1.599  2.936713e+08  0.000000e+00  2.108748e+07  3.908044e+08   \n",
      "603976  0.337  3.821924e+08  0.000000e+00  7.121583e+07  1.302425e+08   \n",
      "603977 -0.030  1.408470e+08  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603978  0.935  2.951930e+08  0.000000e+00  1.656545e+08  2.437129e+08   \n",
      "603979 -0.270  8.566060e+08  0.000000e+00  4.157965e+08  2.272807e+09   \n",
      "603980  0.513  6.873196e+08  1.722640e+07  3.798406e+08  5.547981e+08   \n",
      "603985  0.029  1.692440e+08  0.000000e+00  2.484961e+07  2.704423e+08   \n",
      "603986  1.059  7.386745e+08  0.000000e+00  0.000000e+00  1.485841e+08   \n",
      "603987  0.376  3.360685e+08  0.000000e+00  1.729775e+07  2.560088e+08   \n",
      "603988 -0.009  9.058435e+07  0.000000e+00  5.034658e+07  1.149656e+08   \n",
      "603989  0.544  1.771735e+08  0.000000e+00  2.777281e+07  6.279290e+08   \n",
      "603990 -0.010  1.145207e+08  0.000000e+00  0.000000e+00  2.084880e+08   \n",
      "603991 -1.125  2.829280e+07  0.000000e+00  8.344023e+07  2.573308e+08   \n",
      "603993  0.379  2.940685e+10  2.224000e+06  1.118444e+09  1.663895e+09   \n",
      "603996 -0.686  2.882122e+08  0.000000e+00  3.700555e+08  1.961959e+09   \n",
      "603997  0.460  5.733640e+08  0.000000e+00  1.699893e+08  5.061408e+08   \n",
      "603998  0.322  2.363310e+08  0.000000e+00  5.019164e+06  1.388090e+08   \n",
      "603999 -0.039  4.794626e+08  0.000000e+00  3.464918e+06  2.042535e+08   \n",
      "\n",
      "               col12         col13  col14         col15  col16         col17  \\\n",
      "code                                                                           \n",
      "000001  0.000000e+00  0.000000e+00    0.0  1.831200e+10    0.0  0.000000e+00   \n",
      "000002  1.217230e+11  2.351729e+11    0.0  0.000000e+00    0.0  7.078929e+11   \n",
      "000004  1.193682e+07  1.240073e+07    0.0  0.000000e+00    0.0  2.102467e+07   \n",
      "000005  2.318462e+07  4.909541e+08    0.0  0.000000e+00    0.0  4.479652e+08   \n",
      "000006  1.043950e+08  7.257735e+07    0.0  0.000000e+00    0.0  6.763350e+09   \n",
      "000007  3.074150e+04  2.173729e+07    0.0  0.000000e+00    0.0  1.014424e+05   \n",
      "000008  3.060430e+08  1.021856e+08    0.0  0.000000e+00    0.0  7.978151e+08   \n",
      "000009  7.156719e+08  8.179228e+08    0.0  0.000000e+00    0.0  9.491962e+09   \n",
      "000010  6.412832e+07  1.721187e+08    0.0  0.000000e+00    0.0  1.843892e+09   \n",
      "000011  4.255253e+07  1.892512e+07    0.0  0.000000e+00    0.0  1.403219e+09   \n",
      "000012  1.022984e+08  2.079381e+08    0.0  0.000000e+00    0.0  6.139275e+08   \n",
      "000014  8.341626e+06  2.374700e+08    0.0  0.000000e+00    0.0  1.097796e+09   \n",
      "000016  1.271783e+09  9.282376e+08    0.0  0.000000e+00    0.0  5.833562e+09   \n",
      "000017  1.170748e+07  7.277874e+05    0.0  0.000000e+00    0.0  5.838361e+06   \n",
      "000018  2.460954e+08  1.180186e+09    0.0  0.000000e+00    0.0  7.485558e+08   \n",
      "000019  1.501337e+06  2.215219e+07    0.0  0.000000e+00    0.0  1.523468e+08   \n",
      "000020  4.917257e+07  3.529002e+06    0.0  0.000000e+00    0.0  5.030648e+07   \n",
      "000021  7.408150e+07  1.523490e+08    0.0  0.000000e+00    0.0  1.971090e+09   \n",
      "000023  2.020678e+07  4.108183e+07    0.0  0.000000e+00    0.0  5.448214e+08   \n",
      "000025  1.026904e+07  2.490487e+07    0.0  0.000000e+00    0.0  6.668566e+06   \n",
      "000026  3.081370e+07  4.588970e+07    0.0  0.000000e+00    0.0  1.719468e+09   \n",
      "000027  4.053761e+08  1.402714e+09    0.0  0.000000e+00    0.0  1.621552e+09   \n",
      "000028  4.636383e+08  5.433437e+08    0.0  0.000000e+00    0.0  4.639693e+09   \n",
      "000029  4.799753e+06  4.808702e+07    0.0  0.000000e+00    0.0  1.675721e+09   \n",
      "000030  7.823114e+07  1.461680e+08    0.0  0.000000e+00    0.0  6.855360e+08   \n",
      "000031  2.203034e+08  2.141898e+10    0.0  0.000000e+00    0.0  4.154629e+10   \n",
      "000032  1.549548e+08  3.101596e+07    0.0  0.000000e+00    0.0  3.168488e+08   \n",
      "000034  1.665916e+09  2.303193e+08    0.0  0.000000e+00    0.0  7.498331e+09   \n",
      "000035  2.847238e+08  4.347159e+07    0.0  0.000000e+00    0.0  1.442204e+08   \n",
      "000036  1.355573e+07  4.960834e+07    0.0  0.000000e+00    0.0  4.378010e+09   \n",
      "...              ...           ...    ...           ...    ...           ...   \n",
      "603936  6.309657e+07  8.320447e+07    0.0  0.000000e+00    0.0  3.622906e+08   \n",
      "603937  2.490880e+08  5.569821e+05    0.0  0.000000e+00    0.0  1.884876e+08   \n",
      "603938  2.141547e+07  1.121367e+06    0.0  0.000000e+00    0.0  1.134475e+08   \n",
      "603939  3.566841e+08  1.774649e+08    0.0  5.959450e+06    0.0  1.106340e+09   \n",
      "603955  2.001471e+06  2.460060e+07    0.0  0.000000e+00    0.0  4.338435e+08   \n",
      "603958  2.949845e+07  3.078005e+07    0.0  0.000000e+00    0.0  6.016520e+08   \n",
      "603959  1.448469e+08  5.048948e+07    0.0  0.000000e+00    0.0  2.699509e+08   \n",
      "603960  5.156704e+07  7.484694e+05    0.0  0.000000e+00    0.0  2.092321e+08   \n",
      "603963  4.479014e+05  1.344306e+05    0.0  0.000000e+00    0.0  6.829414e+07   \n",
      "603966  5.039989e+07  5.495575e+07    0.0  4.841090e+05    0.0  3.027468e+08   \n",
      "603968  1.771149e+07  1.916381e+06    0.0  0.000000e+00    0.0  1.275771e+08   \n",
      "603969  1.435397e+08  5.393888e+07    0.0  0.000000e+00    0.0  3.977860e+08   \n",
      "603970  5.695684e+08  1.444006e+07    0.0  0.000000e+00    0.0  1.083233e+09   \n",
      "603976  8.570070e+06  4.489132e+06    0.0  2.434778e+06    0.0  9.983237e+07   \n",
      "603977  2.571983e+07  2.667453e+07    0.0  0.000000e+00    0.0  8.869548e+07   \n",
      "603978  1.551297e+07  4.257768e+06    0.0  0.000000e+00    0.0  1.016056e+08   \n",
      "603979  5.662352e+07  4.921126e+07    0.0  0.000000e+00    0.0  7.712141e+08   \n",
      "603980  6.017554e+07  2.479249e+07    0.0  1.245325e+06    0.0  6.566010e+08   \n",
      "603985  3.789197e+07  6.776694e+05    0.0  0.000000e+00    0.0  3.178761e+08   \n",
      "603986  6.889489e+06  4.775205e+07    0.0  0.000000e+00    0.0  7.276772e+08   \n",
      "603987  1.351384e+07  8.903596e+06    0.0  0.000000e+00    0.0  2.250760e+08   \n",
      "603988  3.430777e+07  7.578622e+06    0.0  0.000000e+00    0.0  1.978078e+08   \n",
      "603989  3.593238e+07  1.468217e+07    0.0  0.000000e+00    0.0  4.235460e+08   \n",
      "603990  4.310206e+06  2.329253e+07    0.0  0.000000e+00    0.0  2.422897e+07   \n",
      "603991  6.803842e+07  2.166148e+06    0.0  0.000000e+00    0.0  4.913050e+07   \n",
      "603993  2.027500e+08  1.425894e+09    0.0  4.137720e+08    0.0  6.461405e+09   \n",
      "603996  3.045587e+08  5.384614e+07    0.0  0.000000e+00    0.0  1.238190e+09   \n",
      "603997  2.931410e+07  3.937829e+06    0.0  0.000000e+00    0.0  3.739107e+08   \n",
      "603998  3.479437e+07  1.551809e+08    0.0  9.121666e+04    0.0  1.821803e+08   \n",
      "603999  7.583894e+07  9.224702e+06    0.0  0.000000e+00    0.0  7.314883e+07   \n",
      "\n",
      "        col18         col19         col20         col21         col22  col23  \\\n",
      "code                                                                           \n",
      "000001    0.0  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00    0.0   \n",
      "000002    0.0  0.000000e+00  3.527386e+09  1.212408e+12  0.000000e+00    0.0   \n",
      "000004    0.0  0.000000e+00  0.000000e+00  2.046179e+08  0.000000e+00    0.0   \n",
      "000005    0.0  8.989489e+06  3.776603e+04  1.170585e+09  4.159632e+07    0.0   \n",
      "000006    0.0  0.000000e+00  1.418159e+08  9.639073e+09  0.000000e+00    0.0   \n",
      "000007    0.0  0.000000e+00  4.302572e+04  1.408208e+08  7.941680e+07    0.0   \n",
      "000008    0.0  0.000000e+00  4.701924e+08  5.096336e+09  4.720000e+08    0.0   \n",
      "000009    0.0  0.000000e+00  6.998351e+08  1.959447e+10  3.154257e+08    0.0   \n",
      "000010    0.0  1.144073e+08  1.241235e+07  3.233725e+09  6.100000e+07    0.0   \n",
      "000011    0.0  0.000000e+00  1.062358e+07  3.991457e+09  3.598766e+06    0.0   \n",
      "000012    0.0  0.000000e+00  1.216203e+08  5.500458e+09  0.000000e+00    0.0   \n",
      "000014    0.0  0.000000e+00  1.019587e+08  1.653622e+09  0.000000e+00    0.0   \n",
      "000016    0.0  2.844118e+06  1.546759e+09  2.202338e+10  8.731123e+08    0.0   \n",
      "000017    0.0  0.000000e+00  1.876478e+06  6.364042e+07  0.000000e+00    0.0   \n",
      "000018    0.0  0.000000e+00  1.586872e+07  9.082308e+09  1.033850e+07    0.0   \n",
      "000019    0.0  0.000000e+00  6.199057e+07  4.874724e+08  5.750000e+04    0.0   \n",
      "000020    0.0  0.000000e+00  4.625301e+04  3.262220e+08  0.000000e+00    0.0   \n",
      "000021    0.0  0.000000e+00  7.680692e+07  8.744753e+09  3.185826e+08    0.0   \n",
      "000023    0.0  0.000000e+00  4.685267e+07  1.909114e+09  7.247935e+05    0.0   \n",
      "000025    0.0  0.000000e+00  3.226575e+08  5.812902e+08  1.017662e+07    0.0   \n",
      "000026    0.0  0.000000e+00  2.917083e+07  2.471398e+09  8.500000e+04    0.0   \n",
      "000027    0.0  0.000000e+00  5.995412e+09  1.884455e+10  4.781562e+09    0.0   \n",
      "000028    0.0  0.000000e+00  5.017387e+07  2.400514e+10  0.000000e+00    0.0   \n",
      "000029    0.0  0.000000e+00  6.068892e+08  3.685903e+09  1.746424e+07    0.0   \n",
      "000030    0.0  0.000000e+00  3.263848e+07  5.530474e+09  1.793190e+06    0.0   \n",
      "000031    0.0  0.000000e+00  2.471086e+09  7.752702e+10  9.030797e+07    0.0   \n",
      "000032    0.0  0.000000e+00  7.552660e+07  1.648146e+09  0.000000e+00    0.0   \n",
      "000034    0.0  1.532682e+06  2.644973e+08  1.916657e+10  9.610167e+07    0.0   \n",
      "000035    0.0  0.000000e+00  4.236002e+08  1.736243e+09  0.000000e+00    0.0   \n",
      "000036    0.0  0.000000e+00  9.839885e+08  9.232256e+09  8.984620e+07    0.0   \n",
      "...       ...           ...           ...           ...           ...    ...   \n",
      "603936    0.0  0.000000e+00  5.491874e+07  1.452013e+09  0.000000e+00    0.0   \n",
      "603937    0.0  0.000000e+00  3.701789e+08  1.448915e+09  2.400000e+06    0.0   \n",
      "603938    0.0  0.000000e+00  2.767658e+08  7.210497e+08  0.000000e+00    0.0   \n",
      "603939    0.0  0.000000e+00  7.034401e+08  3.613997e+09  1.974500e+06    0.0   \n",
      "603955    0.0  9.346350e+07  5.116082e+08  1.714866e+09  6.000000e+06    0.0   \n",
      "603958    0.0  0.000000e+00  3.333604e+08  1.133287e+09  0.000000e+00    0.0   \n",
      "603959    0.0  0.000000e+00  5.055270e+07  2.283635e+09  1.290000e+06    0.0   \n",
      "603960    0.0  0.000000e+00  8.094552e+06  5.704823e+08  0.000000e+00    0.0   \n",
      "603963    0.0  0.000000e+00  0.000000e+00  4.323788e+08  0.000000e+00    0.0   \n",
      "603966    0.0  0.000000e+00  5.010044e+06  1.074695e+09  9.600000e+06    0.0   \n",
      "603968    0.0  0.000000e+00  2.969724e+08  1.202843e+09  6.253233e+07    0.0   \n",
      "603969    0.0  0.000000e+00  1.256180e+07  1.909294e+09  1.000000e+06    0.0   \n",
      "603970    0.0  0.000000e+00  1.264899e+08  2.499294e+09  0.000000e+00    0.0   \n",
      "603976    0.0  0.000000e+00  0.000000e+00  6.965422e+08  5.000000e+04    0.0   \n",
      "603977    0.0  0.000000e+00  2.497632e+08  6.474860e+08  0.000000e+00    0.0   \n",
      "603978    0.0  0.000000e+00  3.656647e+06  8.295934e+08  0.000000e+00    0.0   \n",
      "603979    0.0  3.744635e+05  1.420874e+08  4.564720e+09  1.400000e+08    0.0   \n",
      "603980    0.0  0.000000e+00  1.045912e+09  3.431558e+09  2.241495e+07    0.0   \n",
      "603985    0.0  0.000000e+00  1.040196e+08  9.250012e+08  0.000000e+00    0.0   \n",
      "603986    0.0  1.681968e+06  3.679971e+07  1.708059e+09  5.969309e+08    0.0   \n",
      "603987    0.0  0.000000e+00  1.944503e+06  8.588131e+08  8.379570e+05    0.0   \n",
      "603988    0.0  0.000000e+00  2.370000e+08  7.325908e+08  3.200000e+07    0.0   \n",
      "603989    0.0  0.000000e+00  9.559027e+08  2.262939e+09  4.200000e+06    0.0   \n",
      "603990    0.0  0.000000e+00  1.153820e+07  3.863786e+08  0.000000e+00    0.0   \n",
      "603991    0.0  0.000000e+00  0.000000e+00  4.883989e+08  0.000000e+00    0.0   \n",
      "603993    0.0  0.000000e+00  4.494740e+08  4.073094e+10  0.000000e+00    0.0   \n",
      "603996    0.0  0.000000e+00  7.592821e+07  4.292749e+09  0.000000e+00    0.0   \n",
      "603997    0.0  0.000000e+00  1.770185e+07  1.674359e+09  0.000000e+00    0.0   \n",
      "603998    0.0  0.000000e+00  2.320223e+06  7.546349e+08  9.000000e+05    0.0   \n",
      "603999    0.0  0.000000e+00  4.081533e+08  1.253547e+09  4.069000e+08    0.0   \n",
      "\n",
      "              col24         col25         col26         col27         col28  \\\n",
      "code                                                                          \n",
      "000001          0.0  0.000000e+00  1.940000e+08  9.374000e+09  0.000000e+00   \n",
      "000002          0.0  1.190133e+11  4.393382e+10  1.116537e+10  1.160984e+09   \n",
      "000004          0.0  6.530613e+07  1.032448e+05  2.922972e+07  5.474628e+06   \n",
      "000005  923709312.0  1.416672e+08  2.778142e+07  2.897739e+07  1.897771e+08   \n",
      "000006          0.0  0.000000e+00  1.139602e+09  2.672992e+06  0.000000e+00   \n",
      "000007          0.0  8.066260e+07  3.654219e+07  6.717730e+07  0.000000e+00   \n",
      "000008   37823380.0  4.209092e+07  1.935699e+07  2.436211e+08  1.697139e+07   \n",
      "000009          0.0  1.156801e+09  2.618304e+08  3.640530e+09  1.150820e+09   \n",
      "000010   72979104.0  0.000000e+00  2.773966e+07  8.662492e+07  0.000000e+00   \n",
      "000011          0.0  3.950828e+07  4.103233e+08  3.043599e+07  0.000000e+00   \n",
      "000012          0.0  0.000000e+00  0.000000e+00  1.059018e+10  2.024910e+09   \n",
      "000014          0.0  0.000000e+00  8.466142e+07  1.576988e+07  0.000000e+00   \n",
      "000016  706595968.0  2.417508e+09  2.122322e+08  2.305025e+09  7.908947e+08   \n",
      "000017          0.0  0.000000e+00  0.000000e+00  3.681556e+06  0.000000e+00   \n",
      "000018   16780124.0  0.000000e+00  0.000000e+00  3.273410e+08  4.370000e+05   \n",
      "000019          0.0  4.966644e+06  1.804758e+07  2.978139e+08  1.356668e+06   \n",
      "000020          0.0  0.000000e+00  5.111368e+07  1.765914e+08  5.888699e+06   \n",
      "000021          0.0  9.027138e+08  7.828588e+07  2.508732e+09  5.827901e+08   \n",
      "000023          0.0  0.000000e+00  1.844618e+06  1.356092e+08  2.600139e+07   \n",
      "000025          0.0  2.444270e+08  6.984627e+07  5.485348e+08  9.863136e+06   \n",
      "000026          0.0  4.397253e+07  3.456220e+08  4.610975e+08  1.266524e+07   \n",
      "000027    1050000.0  5.710539e+09  1.768255e+08  3.324593e+10  7.584853e+09   \n",
      "000028          0.0  1.782915e+09  1.434166e+08  5.565425e+08  3.964366e+07   \n",
      "000029          0.0  2.988866e+07  6.300028e+08  3.491631e+07  0.000000e+00   \n",
      "000030          0.0  2.392546e+09  6.487947e+07  2.044035e+09  4.003889e+08   \n",
      "000031  317447264.0  4.710319e+09  3.555594e+09  4.965061e+08  1.025880e+06   \n",
      "000032          0.0  0.000000e+00  1.352255e+08  7.876826e+07  7.450000e+05   \n",
      "000034          0.0  1.020425e+09  1.746335e+08  1.953404e+08  2.316337e+08   \n",
      "000035  115387432.0  4.615360e+06  2.561234e+08  1.300803e+09  2.004474e+09   \n",
      "000036          0.0  1.354103e+08  6.251482e+08  8.696939e+08  0.000000e+00   \n",
      "...             ...           ...           ...           ...           ...   \n",
      "603936          0.0  0.000000e+00  0.000000e+00  1.076656e+09  6.308613e+07   \n",
      "603937          0.0  0.000000e+00  0.000000e+00  1.145723e+08  1.411825e+07   \n",
      "603938          0.0  0.000000e+00  0.000000e+00  2.901374e+08  1.872473e+07   \n",
      "603939          0.0  3.575000e+07  0.000000e+00  3.921742e+08  1.417119e+07   \n",
      "603955  991184576.0  0.000000e+00  1.177160e+07  1.759058e+07  0.000000e+00   \n",
      "603958          0.0  1.483885e+07  0.000000e+00  1.159118e+08  0.000000e+00   \n",
      "603959          0.0  8.994684e+06  2.521603e+07  4.442655e+07  0.000000e+00   \n",
      "603960          0.0  5.152304e+05  0.000000e+00  1.424633e+08  6.735963e+06   \n",
      "603963          0.0  0.000000e+00  0.000000e+00  9.679654e+07  1.797323e+06   \n",
      "603966          0.0  0.000000e+00  0.000000e+00  1.982629e+08  1.697804e+07   \n",
      "603968          0.0  0.000000e+00  0.000000e+00  5.586135e+08  7.631876e+06   \n",
      "603969   14722538.0  4.943934e+07  0.000000e+00  2.635389e+08  9.460663e+07   \n",
      "603970          0.0  2.167507e+06  0.000000e+00  3.830886e+07  3.682273e+06   \n",
      "603976          0.0  0.000000e+00  3.457954e+06  2.875092e+08  1.051615e+07   \n",
      "603977          0.0  4.428729e+06  0.000000e+00  6.710215e+08  9.114592e+07   \n",
      "603978          0.0  0.000000e+00  0.000000e+00  5.142583e+08  1.057247e+08   \n",
      "603979          0.0  0.000000e+00  0.000000e+00  1.174609e+09  6.050746e+07   \n",
      "603980          0.0  5.099580e+07  0.000000e+00  1.102716e+09  1.253722e+08   \n",
      "603985          0.0  0.000000e+00  0.000000e+00  3.103178e+08  4.524255e+07   \n",
      "603986          0.0  1.055058e+07  0.000000e+00  2.340572e+08  1.880755e+08   \n",
      "603987          0.0  8.331783e+06  0.000000e+00  6.966524e+08  5.366700e+07   \n",
      "603988          0.0  0.000000e+00  0.000000e+00  4.758222e+07  4.448606e+07   \n",
      "603989          0.0  5.846017e+06  0.000000e+00  7.664984e+08  7.817546e+07   \n",
      "603990          0.0  3.000000e+07  0.000000e+00  2.119832e+08  9.165035e+06   \n",
      "603991          0.0  0.000000e+00  0.000000e+00  2.184196e+08  1.693603e+07   \n",
      "603993          0.0  2.557403e+09  0.000000e+00  2.386924e+10  1.539088e+09   \n",
      "603996    5164640.0  0.000000e+00  1.885522e+07  5.151931e+08  1.431314e+07   \n",
      "603997          0.0  0.000000e+00  0.000000e+00  4.689956e+08  9.304229e+07   \n",
      "603998   57058504.0  1.236405e+08  3.694780e+06  3.896956e+08  4.765283e+07   \n",
      "603999          0.0  3.752063e+07  6.557591e+07  2.274256e+08  1.149990e+07   \n",
      "\n",
      "               col29  col30     col31  col32         col33         col34  \\\n",
      "code                                                                       \n",
      "000001       0.00000    0.0       0.0    0.0  4.722000e+09  0.000000e+00   \n",
      "000002       0.00000    0.0       0.0    0.0  5.076777e+09  0.000000e+00   \n",
      "000004       0.00000    0.0       0.0    0.0  2.322735e+07  0.000000e+00   \n",
      "000005       0.00000    0.0       0.0    0.0  5.913018e+07  0.000000e+00   \n",
      "000006       0.00000    0.0       0.0    0.0  0.000000e+00  0.000000e+00   \n",
      "000007       0.00000    0.0       0.0    0.0  2.800836e+05  0.000000e+00   \n",
      "000008       0.00000    0.0       0.0    0.0  2.130456e+08  2.693400e+07   \n",
      "000009       0.00000    0.0       0.0    0.0  1.032617e+09  2.223080e+07   \n",
      "000010       0.00000    0.0       0.0    0.0  1.141170e+07  0.000000e+00   \n",
      "000011       0.00000    0.0       0.0    0.0  0.000000e+00  0.000000e+00   \n",
      "000012       0.00000    0.0       0.0    0.0  1.039018e+09  7.689490e+07   \n",
      "000014       0.00000    0.0       0.0    0.0  2.251668e+05  0.000000e+00   \n",
      "000016       0.00000    0.0       0.0    0.0  4.988010e+08  0.000000e+00   \n",
      "000017       0.00000    0.0       0.0    0.0  1.694250e+06  0.000000e+00   \n",
      "000018       0.00000    0.0       0.0    0.0  1.461020e+08  0.000000e+00   \n",
      "000019       0.00000    0.0  409502.0    0.0  1.821427e+08  2.064321e+06   \n",
      "000020       0.00000    0.0       0.0    0.0  4.218860e+07  0.000000e+00   \n",
      "000021       0.00000    0.0       0.0    0.0  5.751354e+08  0.000000e+00   \n",
      "000023       0.00000    0.0       0.0    0.0  4.355990e+06  0.000000e+00   \n",
      "000025       0.00000    0.0       0.0    0.0  5.133483e+07  0.000000e+00   \n",
      "000026       0.00000    0.0       0.0    0.0  4.425522e+07  0.000000e+00   \n",
      "000027       0.00000    0.0       0.0    0.0  4.033148e+09  6.032611e+07   \n",
      "000028       0.00000    0.0       0.0    0.0  3.106870e+08  0.000000e+00   \n",
      "000029       0.00000    0.0       0.0    0.0  0.000000e+00  0.000000e+00   \n",
      "000030       0.00000    0.0       0.0    0.0  4.461268e+08  0.000000e+00   \n",
      "000031       0.00000    0.0       0.0    0.0  5.108534e+07  0.000000e+00   \n",
      "000032       0.00000    0.0       0.0    0.0  2.470733e+08  0.000000e+00   \n",
      "000034       0.00000    0.0       0.0    0.0  2.570398e+09  0.000000e+00   \n",
      "000035       0.00000    0.0       0.0    0.0  2.823453e+09  7.478429e+07   \n",
      "000036       0.00000    0.0       0.0    0.0  6.709741e+06  0.000000e+00   \n",
      "...              ...    ...       ...    ...           ...           ...   \n",
      "603936       0.00000    0.0       0.0    0.0  4.924804e+07  0.000000e+00   \n",
      "603937       0.00000    0.0       0.0    0.0  2.244653e+07  0.000000e+00   \n",
      "603938  471788.09375    0.0       0.0    0.0  4.361835e+07  0.000000e+00   \n",
      "603939       0.00000    0.0       0.0    0.0  1.950368e+08  5.016803e+07   \n",
      "603955       0.00000    0.0       0.0    0.0  6.711536e+05  0.000000e+00   \n",
      "603958       0.00000    0.0       0.0    0.0  5.657228e+07  0.000000e+00   \n",
      "603959       0.00000    0.0       0.0    0.0  1.353322e+08  0.000000e+00   \n",
      "603960       0.00000    0.0       0.0    0.0  8.324429e+07  0.000000e+00   \n",
      "603963       0.00000    0.0       0.0    0.0  5.893060e+07  0.000000e+00   \n",
      "603966       0.00000    0.0       0.0    0.0  6.425784e+07  0.000000e+00   \n",
      "603968       0.00000    0.0       0.0    0.0  9.899428e+07  0.000000e+00   \n",
      "603969       0.00000    0.0       0.0    0.0  9.449654e+07  0.000000e+00   \n",
      "603970       0.00000    0.0       0.0    0.0  1.324662e+08  0.000000e+00   \n",
      "603976       0.00000    0.0       0.0    0.0  4.420077e+07  0.000000e+00   \n",
      "603977       0.00000    0.0       0.0    0.0  1.816786e+08  4.026558e+06   \n",
      "603978       0.00000    0.0       0.0    0.0  1.465351e+08  0.000000e+00   \n",
      "603979       0.00000    0.0       0.0    0.0  5.339307e+07  0.000000e+00   \n",
      "603980       0.00000    0.0       0.0    0.0  1.059269e+08  0.000000e+00   \n",
      "603985       0.00000    0.0       0.0    0.0  5.455288e+07  0.000000e+00   \n",
      "603986       0.00000    0.0       0.0    0.0  1.358355e+07  3.288190e+07   \n",
      "603987       0.00000    0.0       0.0    0.0  6.635142e+07  0.000000e+00   \n",
      "603988       0.00000    0.0       0.0    0.0  3.021245e+07  0.000000e+00   \n",
      "603989       0.00000    0.0       0.0    0.0  2.700487e+07  0.000000e+00   \n",
      "603990       0.00000    0.0       0.0    0.0  7.538254e+06  0.000000e+00   \n",
      "603991       0.00000    0.0       0.0    0.0  2.469602e+07  1.737248e+06   \n",
      "603993       0.00000    0.0       0.0    0.0  2.183481e+10  0.000000e+00   \n",
      "603996       0.00000    0.0       0.0    0.0  5.226884e+07  0.000000e+00   \n",
      "603997       0.00000    0.0       0.0    0.0  1.077444e+08  4.374402e+06   \n",
      "603998       0.00000    0.0       0.0    0.0  1.559074e+08  0.000000e+00   \n",
      "603999       0.00000    0.0       0.0    0.0  2.881373e+07  1.283000e+07   \n",
      "\n",
      "               col35         col36         col37         col38         col39  \\\n",
      "code                                                                           \n",
      "000001  0.000000e+00  0.000000e+00  2.887900e+10  0.000000e+00  0.000000e+00   \n",
      "000002  2.174805e+08  4.187601e+09  1.325483e+10  1.895892e+10  2.198138e+11   \n",
      "000004  3.620430e+05  5.222035e+06  7.676307e+05  3.971000e+05  1.300899e+08   \n",
      "000005  2.224360e+08  9.234390e+06  3.189056e+07  5.966432e+07  1.735864e+09   \n",
      "000006  0.000000e+00  2.064066e+07  3.230611e+08  1.338294e+09  2.824270e+09   \n",
      "000007  9.474338e+06  2.228894e+06  8.723292e+06  0.000000e+00  2.845055e+08   \n",
      "000008  3.621191e+09  1.354967e+07  6.974285e+07  1.527942e+07  4.791607e+09   \n",
      "000009  5.357474e+08  1.740288e+08  3.814016e+08  2.941316e+08  9.206816e+09   \n",
      "000010  2.085947e+08  1.104769e+07  4.595326e+07  6.502000e+07  5.903710e+08   \n",
      "000011  0.000000e+00  2.395293e+06  4.067801e+08  0.000000e+00  8.930417e+08   \n",
      "000012  3.973922e+08  1.317138e+07  1.194349e+08  8.547168e+07  1.434647e+10   \n",
      "000014  0.000000e+00  2.849382e+06  6.893269e+07  0.000000e+00  1.724385e+08   \n",
      "000016  8.644184e+08  1.097418e+08  5.861951e+08  7.152181e+07  9.436046e+09   \n",
      "000017  0.000000e+00  0.000000e+00  7.418287e+05  4.000000e+05  6.517634e+06   \n",
      "000018  5.776996e+07  9.183168e+06  1.165821e+08  1.229046e+09  1.913580e+09   \n",
      "000019  0.000000e+00  8.674250e+06  5.506816e+06  6.119658e+05  5.216518e+08   \n",
      "000020  0.000000e+00  7.043675e+05  7.316912e+06  0.000000e+00  2.838036e+08   \n",
      "000021  1.031356e+07  1.940823e+08  5.645757e+07  2.263478e+08  5.453441e+09   \n",
      "000023  0.000000e+00  2.267897e+07  2.466971e+07  1.284340e+06  2.171691e+08   \n",
      "000025  0.000000e+00  1.569080e+06  2.436482e+07  6.736616e+05  9.607903e+08   \n",
      "000026  0.000000e+00  1.194716e+08  1.088162e+08  9.971859e+06  1.145957e+09   \n",
      "000027  2.494577e+09  5.342924e+07  4.779173e+08  3.668047e+09  6.228820e+10   \n",
      "000028  8.307292e+08  2.660307e+08  8.264042e+07  7.327635e+07  4.239567e+09   \n",
      "000029  0.000000e+00  4.423324e+05  4.882144e+07  0.000000e+00  7.615357e+08   \n",
      "000030  1.042126e+07  6.387884e+06  1.611117e+08  1.793046e+08  5.706994e+09   \n",
      "000031  1.337195e+08  1.759957e+07  1.117704e+09  1.398162e+09  1.188947e+10   \n",
      "000032  0.000000e+00  7.033219e+06  6.862647e+06  1.882493e+07  4.945329e+08   \n",
      "000034  9.312868e+08  1.627839e+07  2.974646e+08  1.020028e+08  5.635566e+09   \n",
      "000035  3.050044e+07  3.823803e+07  1.898984e+07  3.281231e+06  6.670650e+09   \n",
      "000036  0.000000e+00  2.599885e+07  4.373173e+08  0.000000e+00  2.190125e+09   \n",
      "...              ...           ...           ...           ...           ...   \n",
      "603936  1.022371e+09  1.404966e+07  3.211421e+07  1.858002e+07  2.276105e+09   \n",
      "603937  0.000000e+00  0.000000e+00  3.281272e+06  7.283302e+07  2.296514e+08   \n",
      "603938  0.000000e+00  1.307689e+06  1.888462e+06  3.798490e+07  3.941333e+08   \n",
      "603939  2.070002e+09  1.379724e+08  9.736112e+06  4.350000e+07  2.950486e+09   \n",
      "603955  4.363759e+04  9.342034e+04  1.685235e+07  1.303506e+07  1.057242e+09   \n",
      "603958  0.000000e+00  3.368799e+06  6.903293e+07  0.000000e+00  2.597247e+08   \n",
      "603959  1.552666e+08  6.967211e+05  1.751754e+07  0.000000e+00  3.887404e+08   \n",
      "603960  1.222465e+08  0.000000e+00  9.770618e+05  0.000000e+00  3.561823e+08   \n",
      "603963  0.000000e+00  6.684028e+05  1.271255e+07  0.000000e+00  1.709054e+08   \n",
      "603966  0.000000e+00  1.103699e+06  5.188214e+06  0.000000e+00  2.953907e+08   \n",
      "603968  0.000000e+00  0.000000e+00  1.520917e+07  3.745000e+05  7.433557e+08   \n",
      "603969  3.234700e+05  3.283633e+07  2.341402e+07  4.458306e+07  6.189608e+08   \n",
      "603970  7.306646e+04  2.347037e+06  1.736567e+07  0.000000e+00  1.964106e+08   \n",
      "603976  0.000000e+00  0.000000e+00  1.532177e+06  2.490361e+07  3.721699e+08   \n",
      "603977  3.215035e+06  5.029005e+06  1.206184e+07  3.266377e+07  1.005271e+09   \n",
      "603978  0.000000e+00  3.998679e+06  4.073244e+06  1.324876e+08  9.070776e+08   \n",
      "603979  0.000000e+00  2.210745e+06  6.140381e+07  1.249517e+08  1.617076e+09   \n",
      "603980  0.000000e+00  0.000000e+00  1.629879e+07  6.050506e+07  1.484230e+09   \n",
      "603985  0.000000e+00  1.756157e+05  6.965646e+06  4.293270e+07  4.601872e+08   \n",
      "603986  3.830033e+06  1.416702e+07  2.507009e+07  6.897540e+06  1.126044e+09   \n",
      "603987  1.694620e+06  1.293780e+07  5.145554e+06  3.062054e+07  8.762391e+08   \n",
      "603988  0.000000e+00  0.000000e+00  1.129877e+07  0.000000e+00  1.655795e+08   \n",
      "603989  0.000000e+00  9.374268e+06  7.988084e+05  4.114661e+07  9.330444e+08   \n",
      "603990  0.000000e+00  0.000000e+00  5.237921e+06  0.000000e+00  2.639245e+08   \n",
      "603991  0.000000e+00  1.920512e+05  1.002846e+06  3.474330e+06  2.664581e+08   \n",
      "603993  8.776050e+08  1.296400e+08  5.183480e+08  9.133100e+09  6.383704e+10   \n",
      "603996  0.000000e+00  0.000000e+00  2.275084e+07  0.000000e+00  6.285458e+08   \n",
      "603997  4.048217e+06  9.801599e+06  5.313320e+06  1.437653e+07  7.076964e+08   \n",
      "603998  1.122034e+08  3.377755e+06  1.256136e+06  2.112634e+07  9.165133e+08   \n",
      "603999  0.000000e+00  1.334972e+06  4.829277e+04  0.000000e+00  7.919491e+08   \n",
      "\n",
      "               col40         col41         col42  col43  col44         col45  \\\n",
      "code                                                                           \n",
      "000001  3.352056e+12  0.000000e+00  9.599000e+09    0.0    0.0  0.000000e+00   \n",
      "000002  1.432222e+12  2.197813e+10  0.000000e+00    0.0    0.0  2.763329e+08   \n",
      "000004  3.347077e+08  0.000000e+00  0.000000e+00    0.0    0.0  2.844539e+06   \n",
      "000005  2.906449e+09  4.818529e+08  0.000000e+00    0.0    0.0  2.781239e+08   \n",
      "000006  1.246334e+10  8.000000e+08  0.000000e+00    0.0    0.0  1.498921e+09   \n",
      "000007  4.253263e+08  0.000000e+00  0.000000e+00    0.0    0.0  1.482386e+06   \n",
      "000008  9.887943e+09  7.514732e+08  0.000000e+00    0.0    0.0  1.084313e+08   \n",
      "000009  2.880128e+10  4.912907e+09  0.000000e+00    0.0    0.0  2.889274e+09   \n",
      "000010  3.824096e+09  9.434222e+08  0.000000e+00    0.0    0.0  5.275225e+07   \n",
      "000011  4.884499e+09  0.000000e+00  0.000000e+00    0.0    0.0  5.248458e+08   \n",
      "000012  1.984693e+10  3.484502e+09  0.000000e+00    0.0    0.0  2.167481e+08   \n",
      "000014  1.826060e+09  0.000000e+00  0.000000e+00    0.0    0.0  6.332261e+08   \n",
      "000016  3.145942e+10  1.215991e+10  4.435280e+05    0.0    0.0  9.275676e+08   \n",
      "000017  7.015806e+07  0.000000e+00  0.000000e+00    0.0    0.0  1.160580e+06   \n",
      "000018  1.099589e+10  2.409540e+09  0.000000e+00    0.0    0.0  1.255793e+08   \n",
      "000019  1.009124e+09  0.000000e+00  0.000000e+00    0.0    0.0  3.193642e+06   \n",
      "000020  6.100256e+08  1.733589e+08  0.000000e+00    0.0    0.0  2.673832e+05   \n",
      "000021  1.419819e+10  5.569079e+09  0.000000e+00    0.0    0.0  8.331986e+07   \n",
      "000023  2.126283e+09  3.411077e+08  0.000000e+00    0.0    0.0  4.401406e+08   \n",
      "000025  1.542081e+09  1.430000e+08  0.000000e+00    0.0    0.0  9.014523e+06   \n",
      "000026  3.617355e+09  4.649221e+08  0.000000e+00    0.0    0.0  1.932288e+07   \n",
      "000027  8.113275e+10  1.659414e+09  0.000000e+00    0.0    0.0  3.144006e+09   \n",
      "000028  2.824471e+10  2.187210e+09  0.000000e+00    0.0    0.0  1.846367e+08   \n",
      "000029  4.447438e+09  3.504880e+07  0.000000e+00    0.0    0.0  2.791915e+08   \n",
      "000030  1.123747e+10  1.527790e+08  0.000000e+00    0.0    0.0  1.163268e+07   \n",
      "000031  8.941649e+10  5.470000e+09  0.000000e+00    0.0    0.0  2.408402e+10   \n",
      "000032  2.142679e+09  3.108000e+07  0.000000e+00    0.0    0.0  1.191296e+08   \n",
      "000034  2.480214e+10  9.927822e+09  3.759828e+04    0.0    0.0  5.927324e+08   \n",
      "000035  8.406893e+09  5.150000e+08  0.000000e+00    0.0    0.0  1.256478e+07   \n",
      "000036  1.142238e+10  0.000000e+00  0.000000e+00    0.0    0.0  1.174945e+09   \n",
      "...              ...           ...           ...    ...    ...           ...   \n",
      "603936  3.728119e+09  3.780000e+08  0.000000e+00    0.0    0.0  5.429558e+06   \n",
      "603937  1.678567e+09  1.000000e+06  0.000000e+00    0.0    0.0  1.513595e+07   \n",
      "603938  1.115183e+09  0.000000e+00  0.000000e+00    0.0    0.0  2.409544e+07   \n",
      "603939  6.564482e+09  5.000000e+06  0.000000e+00    0.0    0.0  3.093492e+07   \n",
      "603955  2.772108e+09  3.690000e+08  0.000000e+00    0.0    0.0  2.232852e+06   \n",
      "603958  1.393012e+09  0.000000e+00  0.000000e+00    0.0    0.0  8.015463e+06   \n",
      "603959  2.672376e+09  4.894000e+08  0.000000e+00    0.0    0.0  3.620403e+08   \n",
      "603960  9.266646e+08  5.500000e+07  0.000000e+00    0.0    0.0  9.376838e+07   \n",
      "603963  6.032842e+08  0.000000e+00  0.000000e+00    0.0    0.0  4.399988e+06   \n",
      "603966  1.370086e+09  5.000000e+07  0.000000e+00    0.0    0.0  2.228170e+08   \n",
      "603968  1.946199e+09  2.237584e+08  3.148600e+06    0.0    0.0  1.569619e+07   \n",
      "603969  2.528255e+09  2.100000e+08  0.000000e+00    0.0    0.0  2.430793e+07   \n",
      "603970  2.695705e+09  9.175000e+08  0.000000e+00    0.0    0.0  2.653202e+08   \n",
      "603976  1.068712e+09  0.000000e+00  0.000000e+00    0.0    0.0  1.357050e+06   \n",
      "603977  1.652757e+09  3.135000e+08  0.000000e+00    0.0    0.0  2.038622e+07   \n",
      "603978  1.736671e+09  9.000000e+07  0.000000e+00    0.0    0.0  1.294390e+06   \n",
      "603979  6.181796e+09  6.713229e+08  0.000000e+00    0.0    0.0  6.273270e+07   \n",
      "603980  4.915788e+09  0.000000e+00  0.000000e+00    0.0    0.0  1.293722e+08   \n",
      "603985  1.385188e+09  3.000000e+07  0.000000e+00    0.0    0.0  1.425874e+07   \n",
      "603986  2.834103e+09  5.493433e+07  0.000000e+00    0.0    0.0  1.742554e+07   \n",
      "603987  1.735052e+09  0.000000e+00  0.000000e+00    0.0    0.0  2.513102e+07   \n",
      "603988  8.981702e+08  0.000000e+00  0.000000e+00    0.0    0.0  9.545259e+07   \n",
      "603989  3.195983e+09  0.000000e+00  0.000000e+00    0.0    0.0  6.522339e+06   \n",
      "603990  6.503031e+08  1.087530e+08  0.000000e+00    0.0    0.0  3.463543e+07   \n",
      "603991  7.548571e+08  2.200000e+08  0.000000e+00    0.0    0.0  2.985234e+05   \n",
      "603993  1.045680e+11  3.758713e+09  0.000000e+00    0.0    0.0  2.571030e+08   \n",
      "603996  4.921295e+09  1.783835e+09  0.000000e+00    0.0    0.0  4.526880e+07   \n",
      "603997  2.382055e+09  8.661100e+07  0.000000e+00    0.0    0.0  6.640462e+06   \n",
      "603998  1.671148e+09  1.882533e+08  0.000000e+00    0.0    0.0  1.122606e+07   \n",
      "603999  2.045496e+09  8.000000e+06  0.000000e+00    0.0    0.0  1.059370e+08   \n",
      "\n",
      "               col46         col47         col48         col49         col50  \\\n",
      "code                                                                           \n",
      "000001  1.054700e+10  7.595000e+09  2.766600e+10  0.000000e+00  0.000000e+00   \n",
      "000002  3.072697e+09  7.788079e+09  0.000000e+00  0.000000e+00  2.217658e+11   \n",
      "000004  2.540684e+06  6.134494e+06  0.000000e+00  0.000000e+00  9.853133e+07   \n",
      "000005  1.035735e+07  9.504850e+07  0.000000e+00  0.000000e+00  2.172238e+08   \n",
      "000006  2.450392e+07  6.071446e+08  0.000000e+00  0.000000e+00  6.661972e+08   \n",
      "000007  9.725319e+05  1.638855e+06  0.000000e+00  0.000000e+00  3.245280e+07   \n",
      "000008  3.434276e+07  6.126865e+07  0.000000e+00  0.000000e+00  6.314366e+08   \n",
      "000009  6.416346e+07  2.900441e+08  0.000000e+00  0.000000e+00  9.261011e+08   \n",
      "000010  5.204505e+07  3.589306e+07  0.000000e+00  0.000000e+00  3.881626e+08   \n",
      "000011  9.403760e+07  7.633249e+08  0.000000e+00  0.000000e+00  1.266545e+08   \n",
      "000012  1.956728e+08  1.134604e+08  0.000000e+00  0.000000e+00  6.767385e+08   \n",
      "000014  2.275137e+07  2.106528e+07  0.000000e+00  0.000000e+00  1.552274e+08   \n",
      "000016  2.811818e+08  2.680999e+08  0.000000e+00  0.000000e+00  2.572819e+09   \n",
      "000017  6.342212e+05  2.030550e+06  0.000000e+00  0.000000e+00  3.527168e+07   \n",
      "000018  6.075390e+07  4.750023e+08  0.000000e+00  0.000000e+00  1.395804e+09   \n",
      "000019  8.849720e+06  8.624326e+06  0.000000e+00  0.000000e+00  2.386330e+07   \n",
      "000020  4.046926e+06  1.079217e+07  0.000000e+00  0.000000e+00  2.597791e+07   \n",
      "000021  2.359048e+08  1.828616e+08  0.000000e+00  0.000000e+00  1.311619e+08   \n",
      "000023  4.277242e+07  3.981573e+07  0.000000e+00  0.000000e+00  1.083808e+08   \n",
      "000025  2.183317e+07  1.087546e+07  0.000000e+00  0.000000e+00  1.803355e+08   \n",
      "000026  5.669822e+07  6.981609e+07  0.000000e+00  0.000000e+00  9.082147e+07   \n",
      "000027  6.878433e+08  7.590996e+08  0.000000e+00  0.000000e+00  4.604623e+09   \n",
      "000028  1.929405e+08  1.944847e+08  0.000000e+00  0.000000e+00  1.136010e+09   \n",
      "000029  3.789765e+07  9.355695e+07  0.000000e+00  0.000000e+00  6.746963e+08   \n",
      "000030  9.730435e+07  3.116474e+07  0.000000e+00  0.000000e+00  3.237560e+08   \n",
      "000031  8.300650e+07  3.921143e+09  0.000000e+00  0.000000e+00  8.117530e+09   \n",
      "000032  1.338207e+07  2.882857e+07  0.000000e+00  0.000000e+00  2.178079e+08   \n",
      "000034  2.280438e+08  2.604575e+08  0.000000e+00  0.000000e+00  6.063610e+08   \n",
      "000035  3.922016e+07  1.434850e+08  0.000000e+00  0.000000e+00  2.463627e+08   \n",
      "000036  4.837881e+06  3.634386e+08  0.000000e+00  0.000000e+00  2.316621e+09   \n",
      "...              ...           ...           ...           ...           ...   \n",
      "603936  1.960812e+07  3.400276e+07  0.000000e+00  0.000000e+00  2.107073e+08   \n",
      "603937  7.736404e+06  1.452094e+07  0.000000e+00  0.000000e+00  4.898207e+05   \n",
      "603938  8.126782e+05  6.152954e+06  0.000000e+00  0.000000e+00  1.833907e+06   \n",
      "603939  1.364767e+08  9.077972e+07  0.000000e+00  2.493568e+07  5.236686e+08   \n",
      "603955  1.488138e+07  1.886005e+07  6.392128e+06  0.000000e+00  1.802293e+07   \n",
      "603958  2.933133e+07  4.822318e+06  0.000000e+00  6.621290e+05  4.744780e+07   \n",
      "603959  2.459951e+07  1.364151e+07  9.634601e+05  0.000000e+00  4.536598e+07   \n",
      "603960  1.717283e+07  9.009655e+06  7.051780e+04  0.000000e+00  6.511742e+07   \n",
      "603963  1.467631e+06  1.352167e+07  0.000000e+00  0.000000e+00  1.159092e+08   \n",
      "603966  5.895565e+06  8.578715e+06  0.000000e+00  0.000000e+00  3.755177e+06   \n",
      "603968  2.026778e+06  1.554580e+07  0.000000e+00  0.000000e+00  6.184004e+06   \n",
      "603969  6.762918e+06  1.431970e+07  0.000000e+00  0.000000e+00  4.816530e+06   \n",
      "603970  1.042322e+07  4.332223e+07  1.145204e+06  0.000000e+00  2.287372e+07   \n",
      "603976  8.777124e+06  6.941392e+06  0.000000e+00  0.000000e+00  4.510592e+06   \n",
      "603977  1.107880e+07  2.171854e+07  0.000000e+00  0.000000e+00  2.094534e+07   \n",
      "603978  7.602546e+06  1.288567e+07  1.371458e+05  1.160748e+07  2.681198e+07   \n",
      "603979  6.904402e+07  3.401069e+07  6.668494e+06  0.000000e+00  2.971140e+07   \n",
      "603980  2.894327e+07  8.964070e+07  0.000000e+00  0.000000e+00  2.980719e+07   \n",
      "603985  1.364344e+07  6.287040e+06  2.290000e+04  0.000000e+00  4.246873e+06   \n",
      "603986  5.404116e+07  2.801655e+07  7.828908e+05  0.000000e+00  1.397233e+08   \n",
      "603987  5.083902e+07  2.994541e+07  0.000000e+00  2.617246e+06  1.474224e+07   \n",
      "603988  7.137800e+06  2.320065e+06  0.000000e+00  0.000000e+00  1.099959e+05   \n",
      "603989  2.075242e+07  1.217097e+07  1.209187e+06  0.000000e+00  2.906748e+06   \n",
      "603990  8.092824e+06  5.710154e+06  1.739329e+05  1.206177e+05  3.140551e+07   \n",
      "603991  3.121006e+06  4.115752e+06  2.995417e+05  0.000000e+00  1.152922e+07   \n",
      "603993  3.448150e+08  1.003763e+09  2.062590e+08  2.788600e+07  1.051760e+09   \n",
      "603996  5.937262e+06  7.295785e+06  2.454495e+06  0.000000e+00  5.796099e+06   \n",
      "603997  3.487741e+07  2.864825e+07  3.451663e+05  0.000000e+00  5.465285e+07   \n",
      "603998  7.821934e+06  2.059190e+07  2.543895e+05  0.000000e+00  2.313396e+08   \n",
      "603999  4.028770e+06  8.080983e+06  0.000000e+00  0.000000e+00  1.794661e+07   \n",
      "\n",
      "        col51         col52         col53         col54         col55  \\\n",
      "code                                                                    \n",
      "000001    0.0  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000002    0.0  5.262432e+10  1.198371e+10  1.044136e+12  1.256701e+11   \n",
      "000004    0.0  0.000000e+00  0.000000e+00  1.326612e+08  0.000000e+00   \n",
      "000005    0.0  0.000000e+00  3.996176e+07  1.360045e+09  1.150000e+08   \n",
      "000006    0.0  3.912366e+08  3.521101e+05  4.815261e+09  1.138600e+09   \n",
      "000007    0.0  0.000000e+00  0.000000e+00  4.217322e+07  0.000000e+00   \n",
      "000008    0.0  1.700000e+07  3.046156e+07  2.390790e+09  2.594870e+08   \n",
      "000009    0.0  7.837941e+08  0.000000e+00  1.186701e+10  1.552490e+09   \n",
      "000010    0.0  0.000000e+00  1.026406e+08  2.673489e+09  0.000000e+00   \n",
      "000011    0.0  0.000000e+00  0.000000e+00  1.939360e+09  1.000000e+06   \n",
      "000012    0.0  9.487705e+08  3.000000e+05  6.947203e+09  2.349500e+09   \n",
      "000014    0.0  2.500000e+07  0.000000e+00  9.549425e+08  7.125000e+07   \n",
      "000016    0.0  1.213574e+07  0.000000e+00  2.058821e+10  5.230000e+08   \n",
      "000017    0.0  0.000000e+00  0.000000e+00  5.006084e+07  0.000000e+00   \n",
      "000018    0.0  1.192851e+09  0.000000e+00  8.177220e+09  1.500000e+08   \n",
      "000019    0.0  0.000000e+00  0.000000e+00  6.504277e+07  0.000000e+00   \n",
      "000020    0.0  0.000000e+00  0.000000e+00  2.887907e+08  0.000000e+00   \n",
      "000021    0.0  0.000000e+00  4.866948e+06  7.765152e+09  0.000000e+00   \n",
      "000023    0.0  1.794776e+06  0.000000e+00  1.642201e+09  0.000000e+00   \n",
      "000025    0.0  0.000000e+00  0.000000e+00  4.400464e+08  3.493489e+07   \n",
      "000026    0.0  3.500000e+07  0.000000e+00  9.980558e+08  6.238313e+07   \n",
      "000027    0.0  2.130921e+09  6.612763e+09  2.180101e+10  2.184817e+10   \n",
      "000028    0.0  5.755080e+06  1.596098e+05  1.441281e+10  3.160000e+07   \n",
      "000029    0.0  1.777320e+07  0.000000e+00  1.357719e+09  1.334020e+07   \n",
      "000030    0.0  3.134399e+07  0.000000e+00  3.473901e+09  0.000000e+00   \n",
      "000031    0.0  3.498050e+09  0.000000e+00  4.919878e+10  1.995186e+10   \n",
      "000032    0.0  0.000000e+00  0.000000e+00  6.340469e+08  0.000000e+00   \n",
      "000034    0.0  3.611119e+08  1.612828e+07  2.016025e+10  8.100000e+08   \n",
      "000035    0.0  8.837331e+08  0.000000e+00  3.669153e+09  8.741256e+08   \n",
      "000036    0.0  0.000000e+00  0.000000e+00  4.397674e+09  1.546100e+09   \n",
      "...       ...           ...           ...           ...           ...   \n",
      "603936    0.0  1.000000e+05  0.000000e+00  1.525178e+09  4.970000e+07   \n",
      "603937    0.0  0.000000e+00  0.000000e+00  3.871177e+08  0.000000e+00   \n",
      "603938    0.0  0.000000e+00  0.000000e+00  7.551266e+07  0.000000e+00   \n",
      "603939    0.0  0.000000e+00  0.000000e+00  2.559585e+09  3.225000e+08   \n",
      "603955    0.0  0.000000e+00  8.827218e+07  9.277135e+08  6.000000e+08   \n",
      "603958    0.0  0.000000e+00  0.000000e+00  2.975482e+08  0.000000e+00   \n",
      "603959    0.0  7.500000e+06  2.246861e+07  1.456979e+09  1.659635e+08   \n",
      "603960    0.0  0.000000e+00  0.000000e+00  3.640764e+08  0.000000e+00   \n",
      "603963    0.0  0.000000e+00  8.800000e+04  1.428453e+08  0.000000e+00   \n",
      "603966    0.0  0.000000e+00  0.000000e+00  4.493249e+08  3.000000e+07   \n",
      "603968    0.0  1.494369e+07  0.000000e+00  4.505875e+08  0.000000e+00   \n",
      "603969    0.0  0.000000e+00  0.000000e+00  8.290191e+08  0.000000e+00   \n",
      "603970    0.0  0.000000e+00  0.000000e+00  1.740656e+09  7.500000e+06   \n",
      "603976    0.0  0.000000e+00  0.000000e+00  9.177059e+07  0.000000e+00   \n",
      "603977    0.0  2.000000e+06  3.914824e+05  4.496413e+08  6.500000e+07   \n",
      "603978    0.0  0.000000e+00  0.000000e+00  3.213098e+08  0.000000e+00   \n",
      "603979    0.0  0.000000e+00  1.491906e+07  1.663110e+09  1.990000e+08   \n",
      "603980    0.0  0.000000e+00  0.000000e+00  6.750307e+08  0.000000e+00   \n",
      "603985    0.0  0.000000e+00  0.000000e+00  3.085962e+08  1.843691e+04   \n",
      "603986    0.0  0.000000e+00  0.000000e+00  5.733789e+08  2.859243e+08   \n",
      "603987    0.0  1.478241e+06  0.000000e+00  3.155591e+08  0.000000e+00   \n",
      "603988    0.0  0.000000e+00  0.000000e+00  2.356461e+08  0.000000e+00   \n",
      "603989    0.0  0.000000e+00  0.000000e+00  6.282550e+08  0.000000e+00   \n",
      "603990    0.0  0.000000e+00  0.000000e+00  2.147072e+08  0.000000e+00   \n",
      "603991    0.0  0.000000e+00  0.000000e+00  2.723809e+08  0.000000e+00   \n",
      "603993    0.0  5.581893e+09  1.116601e+09  1.795755e+10  2.057699e+10   \n",
      "603996    0.0  0.000000e+00  0.000000e+00  3.134162e+09  0.000000e+00   \n",
      "603997    0.0  0.000000e+00  0.000000e+00  5.177925e+08  0.000000e+00   \n",
      "603998    0.0  0.000000e+00  0.000000e+00  5.131907e+08  0.000000e+00   \n",
      "603999    0.0  0.000000e+00  0.000000e+00  2.198554e+08  0.000000e+00   \n",
      "\n",
      "               col56         col57  col58         col59         col60  \\\n",
      "code                                                                    \n",
      "000001  3.214520e+11  0.000000e+00    0.0  2.400000e+07  0.000000e+00   \n",
      "000002  4.293093e+10  0.000000e+00    0.0  1.619953e+08  8.948995e+08   \n",
      "000004  0.000000e+00  8.000000e+05    0.0  0.000000e+00  3.463150e+06   \n",
      "000005  0.000000e+00  1.595532e+07    0.0  5.034743e+04  2.451000e+06   \n",
      "000006  4.992114e+08  0.000000e+00    0.0  0.000000e+00  1.921517e+06   \n",
      "000007  0.000000e+00  0.000000e+00    0.0  1.430190e+06  0.000000e+00   \n",
      "000008  0.000000e+00  0.000000e+00    0.0  0.000000e+00  3.161077e+07   \n",
      "000009  3.576009e+09  6.377567e+08    0.0  6.781266e+06  8.330056e+07   \n",
      "000010  0.000000e+00  1.207361e+07    0.0  0.000000e+00  8.602904e+06   \n",
      "000011  0.000000e+00  0.000000e+00    0.0  0.000000e+00  5.995660e+03   \n",
      "000012  0.000000e+00  6.835745e+08    0.0  0.000000e+00  2.403653e+07   \n",
      "000014  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "000016  0.000000e+00  7.242390e+08    0.0  2.886345e+05  5.803375e+07   \n",
      "000017  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "000018  3.450000e+08  6.260607e+07    0.0  2.958723e+06  5.189488e+07   \n",
      "000019  0.000000e+00  0.000000e+00    0.0  0.000000e+00  1.088510e+06   \n",
      "000020  0.000000e+00  0.000000e+00    0.0  6.441100e+04  0.000000e+00   \n",
      "000021  0.000000e+00  0.000000e+00    0.0  6.004040e+06  1.075652e+08   \n",
      "000023  0.000000e+00  3.707551e+06    0.0  0.000000e+00  0.000000e+00   \n",
      "000025  0.000000e+00  3.920160e+06    0.0  0.000000e+00  0.000000e+00   \n",
      "000026  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "000027  1.099317e+10  7.063798e+08    0.0  0.000000e+00  8.213786e+08   \n",
      "000028  0.000000e+00  5.388881e+06    0.0  0.000000e+00  7.221249e+07   \n",
      "000029  0.000000e+00  6.151782e+06    0.0  0.000000e+00  0.000000e+00   \n",
      "000030  0.000000e+00  0.000000e+00    0.0  2.210767e+08  1.388387e+07   \n",
      "000031  4.679955e+09  1.422928e+09    0.0  1.435579e+06  1.271091e+08   \n",
      "000032  0.000000e+00  0.000000e+00    0.0  1.696549e+06  6.464386e+06   \n",
      "000034  0.000000e+00  1.880398e+07    0.0  0.000000e+00  9.440389e+07   \n",
      "000035  0.000000e+00  4.459308e+08    0.0  0.000000e+00  5.861669e+07   \n",
      "000036  0.000000e+00  4.050234e+07    0.0  0.000000e+00  1.207600e+08   \n",
      "...              ...           ...    ...           ...           ...   \n",
      "603936  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603937  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603938  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603939  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603955  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603958  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603959  0.000000e+00  0.000000e+00    0.0  1.340688e+06  2.824586e+06   \n",
      "603960  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603963  0.000000e+00  0.000000e+00    0.0  0.000000e+00  8.851062e+05   \n",
      "603966  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603968  0.000000e+00  0.000000e+00    0.0  0.000000e+00  9.988983e+06   \n",
      "603969  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603970  0.000000e+00  0.000000e+00    0.0  0.000000e+00  4.508004e+05   \n",
      "603976  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603977  0.000000e+00  3.436071e+05    0.0  0.000000e+00  1.801482e+06   \n",
      "603978  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603979  1.989092e+08  2.440996e+07    0.0  0.000000e+00  3.387255e+07   \n",
      "603980  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603985  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603986  0.000000e+00  0.000000e+00    0.0  0.000000e+00  8.110864e+06   \n",
      "603987  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603988  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603989  5.267769e+08  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603990  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603991  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603993  2.000000e+09  0.000000e+00    0.0  1.963966e+09  8.456763e+09   \n",
      "603996  0.000000e+00  2.164677e+08    0.0  0.000000e+00  0.000000e+00   \n",
      "603997  0.000000e+00  0.000000e+00    0.0  0.000000e+00  0.000000e+00   \n",
      "603998  0.000000e+00  0.000000e+00    0.0  0.000000e+00  3.681105e+06   \n",
      "603999  0.000000e+00  0.000000e+00    0.0  0.000000e+00  8.277393e+04   \n",
      "\n",
      "               col61         col62         col63         col64         col65  \\\n",
      "code                                                                           \n",
      "000001  0.000000e+00  0.000000e+00  3.116825e+12  1.717000e+10  5.646500e+10   \n",
      "000002  2.535997e+09  1.721939e+11  1.216330e+12  1.103915e+10  8.874857e+09   \n",
      "000004  0.000000e+00  4.263150e+06  1.369243e+08  8.397669e+07  9.387679e+05   \n",
      "000005  0.000000e+00  1.334567e+08  1.493501e+09  1.058537e+09  6.883648e+08   \n",
      "000006  0.000000e+00  1.639733e+09  6.454994e+09  1.349995e+09  4.843216e+08   \n",
      "000007  0.000000e+00  1.430190e+06  4.360341e+07  3.464480e+08  1.570242e+08   \n",
      "000008  0.000000e+00  3.182337e+08  2.709024e+09  2.815081e+09  2.901501e+09   \n",
      "000009  6.874193e+08  6.956650e+09  1.882366e+10  2.149345e+09  8.046060e+08   \n",
      "000010  0.000000e+00  2.067651e+07  2.694165e+09  8.198547e+08  1.495372e+09   \n",
      "000011  5.803126e+07  5.903726e+07  1.998397e+09  5.959791e+08  1.189381e+08   \n",
      "000012  0.000000e+00  3.603148e+09  1.055035e+10  2.863277e+09  1.094515e+09   \n",
      "000014  0.000000e+00  7.125000e+07  1.026192e+09  2.017052e+08  9.965894e+06   \n",
      "000016  0.000000e+00  1.431521e+09  2.201974e+10  2.407945e+09  1.047322e+08   \n",
      "000017  0.000000e+00  0.000000e+00  5.006084e+07  5.513480e+08  6.278343e+08   \n",
      "000018  0.000000e+00  6.183501e+08  8.795570e+09  1.698245e+09 -1.299350e+09   \n",
      "000019  0.000000e+00  1.245860e+07  7.750137e+07  4.967823e+08  3.589994e+08   \n",
      "000020  0.000000e+00  6.441100e+04  2.888551e+08  2.831612e+08  1.465873e+08   \n",
      "000021  0.000000e+00  1.733326e+08  7.938484e+09  1.471259e+09  6.782326e+08   \n",
      "000023  0.000000e+00  4.155641e+06  1.646356e+09  1.387562e+08  1.025324e+08   \n",
      "000025  1.452000e+07  5.337505e+07  4.934214e+08  2.972816e+08  5.652263e+08   \n",
      "000026  0.000000e+00  6.816313e+07  1.066219e+09  4.387449e+08  1.062456e+09   \n",
      "000027  0.000000e+00  3.487683e+10  5.667783e+10  3.964492e+09  3.998667e+09   \n",
      "000028  4.622734e+07  2.795180e+08  1.469233e+10  4.281270e+08  4.002536e+09   \n",
      "000029  0.000000e+00  1.949198e+07  1.377211e+09  1.011660e+09  9.782449e+08   \n",
      "000030  0.000000e+00  8.438703e+08  4.317772e+09  1.810552e+09  5.329662e+08   \n",
      "000031  0.000000e+00  2.746883e+10  7.666761e+10  1.813732e+09  0.000000e+00   \n",
      "000032  1.049287e+07  2.426298e+07  6.583099e+08  4.132196e+08  4.341022e+07   \n",
      "000034  0.000000e+00  9.550104e+08  2.111527e+10  6.540705e+08  2.380628e+09   \n",
      "000035  0.000000e+00  1.514496e+09  5.183649e+09  3.561806e+08  1.678965e+09   \n",
      "000036  0.000000e+00  1.707362e+09  6.105037e+09  1.141488e+09  2.378964e+08   \n",
      "...              ...           ...           ...           ...           ...   \n",
      "603936  0.000000e+00  9.168280e+07  1.616861e+09  2.154576e+08  1.345668e+09   \n",
      "603937  0.000000e+00  0.000000e+00  3.871177e+08  2.088800e+08  5.518435e+08   \n",
      "603938  0.000000e+00  4.083333e+06  7.959599e+07  1.501666e+08  3.883677e+08   \n",
      "603939  0.000000e+00  3.746138e+08  2.934199e+09  3.626947e+08  2.005964e+09   \n",
      "603955  0.000000e+00  6.000000e+08  1.527714e+09  1.131000e+08  5.574586e+08   \n",
      "603958  0.000000e+00  0.000000e+00  2.975482e+08  2.199067e+08  4.800215e+08   \n",
      "603959  0.000000e+00  1.701288e+08  1.627108e+09  3.136000e+08  1.804479e+08   \n",
      "603960  0.000000e+00  1.092700e+07  3.750033e+08  1.352000e+08  1.551568e+08   \n",
      "603963  0.000000e+00  1.605606e+06  1.444509e+08  1.300000e+08  2.074992e+08   \n",
      "603966  1.172172e+07  4.172172e+07  4.910466e+08  2.110446e+08  3.328329e+08   \n",
      "603968  0.000000e+00  9.741362e+07  5.480012e+08  2.044800e+08  3.969742e+08   \n",
      "603969  0.000000e+00  2.493106e+07  8.539501e+08  8.410000e+08  2.305343e+08   \n",
      "603970  0.000000e+00  2.506759e+07  1.765723e+09  1.600001e+08  3.332489e+08   \n",
      "603976  0.000000e+00  5.665850e+06  9.743644e+07  1.512000e+08  5.555403e+08   \n",
      "603977  0.000000e+00  1.049963e+08  5.546376e+08  3.095120e+08  2.718623e+08   \n",
      "603978  0.000000e+00  4.675648e+07  3.680663e+08  1.600000e+08  5.808154e+08   \n",
      "603979  0.000000e+00  4.808836e+08  2.143993e+09  5.850000e+08  1.605121e+09   \n",
      "603980  0.000000e+00  2.966198e+07  7.046927e+08  5.000000e+08  1.343420e+09   \n",
      "603985  0.000000e+00  6.748766e+06  3.153450e+08  1.040000e+08  5.797061e+08   \n",
      "603986  0.000000e+00  3.498469e+08  9.232258e+08  2.846445e+08  7.145441e+08   \n",
      "603987  0.000000e+00  1.495499e+07  3.305141e+08  4.416090e+08  3.708928e+08   \n",
      "603988  0.000000e+00  0.000000e+00  2.356461e+08  2.352000e+08  1.728426e+08   \n",
      "603989  0.000000e+00  5.441069e+08  1.172362e+09  3.900017e+08  8.373229e+08   \n",
      "603990  0.000000e+00  2.457627e+06  2.171648e+08  8.063498e+07  1.716022e+08   \n",
      "603991  0.000000e+00  6.396118e+06  2.787771e+08  7.453500e+07  2.476284e+08   \n",
      "603993  3.388026e+09  3.664306e+10  5.460061e+10  4.319848e+09  2.758280e+10   \n",
      "603996  0.000000e+00  2.164677e+08  3.350630e+09  3.001500e+08  5.572203e+08   \n",
      "603997  0.000000e+00  6.094324e+06  5.238868e+08  6.377192e+08  2.493726e+08   \n",
      "603998  0.000000e+00  6.253846e+07  5.757292e+08  4.285627e+08  1.391675e+08   \n",
      "603999  0.000000e+00  7.626372e+07  2.961191e+08  5.760000e+08  2.804840e+08   \n",
      "\n",
      "               col66        col67         col68         col69  col70  col71  \\\n",
      "code                                                                          \n",
      "000001  1.078100e+10          0.0  9.197300e+10  0.000000e+00    0.0    0.0   \n",
      "000002  3.590007e+10          0.0  8.381792e+10  7.589035e+10    0.0    0.0   \n",
      "000004  1.106643e+07          0.0  3.108938e+07  7.071214e+07    0.0    0.0   \n",
      "000005  1.495191e+08          0.0 -4.392743e+08  8.390461e+07    0.0    0.0   \n",
      "000006  1.363271e+09          0.0  2.629079e+09  1.816840e+08    0.0    0.0   \n",
      "000007  8.998898e+06          0.0 -1.342074e+08  3.459196e+06    0.0    0.0   \n",
      "000008  3.211843e+07  171342128.0  1.482626e+09  7.582151e+07    0.0    0.0   \n",
      "000009  2.600634e+08          0.0  1.860382e+09  4.889214e+09    0.0    0.0   \n",
      "000010  8.592789e+06          0.0 -1.362699e+09  1.656353e+08    0.0    0.0   \n",
      "000011  2.995696e+08          0.0  1.876714e+09  8.620871e+05    0.0    0.0   \n",
      "000012  9.205923e+08  436427744.0  4.504695e+09  3.403167e+08    0.0    0.0   \n",
      "000014  2.191600e+08          0.0  3.102290e+08  5.880744e+07    0.0    0.0   \n",
      "000016  1.217645e+09          0.0  4.299873e+09  1.424019e+09    0.0    0.0   \n",
      "000017  3.267323e+07          0.0 -1.194873e+09  3.114275e+06    0.0    0.0   \n",
      "000018  8.439444e+07          0.0  1.464720e+09  1.145190e+08    0.0    0.0   \n",
      "000019  5.473648e+07          0.0  6.428212e+06  1.467653e+07    0.0    0.0   \n",
      "000020  7.739159e+07          0.0 -1.859696e+08  0.000000e+00    0.0    0.0   \n",
      "000021  1.110435e+09          0.0  2.603704e+09  7.945234e+07    0.0    0.0   \n",
      "000023  5.048979e+07          0.0  1.234018e+08  6.403938e+07    0.0    0.0   \n",
      "000025  2.952586e+06          0.0  1.336390e+08  4.955955e+07    0.0    0.0   \n",
      "000026  2.068057e+08          0.0  8.463967e+08  5.806380e+03    0.0    0.0   \n",
      "000027  2.946183e+09          0.0  8.464659e+09  3.367902e+09    0.0    0.0   \n",
      "000028  2.140635e+08          0.0  6.371486e+09  2.536170e+09    0.0    0.0   \n",
      "000029  8.566667e+07          0.0  1.116625e+09 -1.293396e+08    0.0    0.0   \n",
      "000030  5.077811e+08          0.0  3.289458e+09  7.572222e+08    0.0    0.0   \n",
      "000031  1.141750e+09          0.0  4.406421e+09  5.378016e+09    0.0    0.0   \n",
      "000032  2.521777e+08          0.0  6.224210e+08  1.524615e+08    0.0    0.0   \n",
      "000034  6.573859e+07          0.0  5.670162e+08  1.068999e+07    0.0    0.0   \n",
      "000035  8.824866e+07          0.0  1.062734e+09  3.669428e+07    0.0    0.0   \n",
      "000036  3.530126e+08          0.0  2.858304e+09  7.266639e+08    0.0    0.0   \n",
      "...              ...          ...           ...           ...    ...    ...   \n",
      "603936  4.847658e+07          0.0  5.016520e+08  0.000000e+00    0.0    0.0   \n",
      "603937  4.272765e+07          0.0  4.879979e+08  0.000000e+00    0.0    0.0   \n",
      "603938  5.166648e+07          0.0  4.292905e+08  0.000000e+00    0.0    0.0   \n",
      "603939  5.178827e+07          0.0  9.593506e+08  2.504853e+08    0.0    0.0   \n",
      "603955  4.252986e+07          0.0  3.783763e+08  1.529297e+08    0.0    0.0   \n",
      "603958  6.247202e+07   17419632.0  3.407057e+08  9.937305e+06    0.0    0.0   \n",
      "603959  4.471778e+07          0.0  5.065018e+08  0.000000e+00    0.0    0.0   \n",
      "603960  1.565246e+07          0.0  1.600341e+08  8.561788e+07    0.0    0.0   \n",
      "603963  2.966626e+07          0.0  9.166783e+07  0.000000e+00    0.0    0.0   \n",
      "603966  3.212839e+07          0.0  2.908280e+08  0.000000e+00    0.0    0.0   \n",
      "603968  8.466465e+07          0.0  6.650716e+08  0.000000e+00    0.0    0.0   \n",
      "603969  7.882618e+07          0.0  5.038507e+08  7.861835e+06    0.0    0.0   \n",
      "603970  6.109267e+07          0.0  2.862578e+08  8.943134e+07    0.0    0.0   \n",
      "603976  3.285673e+07          0.0  2.316786e+08  0.000000e+00    0.0    0.0   \n",
      "603977  3.607532e+07          0.0  3.471588e+08  1.194671e+08    0.0    0.0   \n",
      "603978  4.892191e+07          0.0  5.782649e+08  0.000000e+00    0.0    0.0   \n",
      "603979  1.172281e+08   30683834.0  1.638998e+09  2.083529e+07    0.0    0.0   \n",
      "603980  1.835656e+08          0.0  2.162736e+09  2.137363e+07    0.0    0.0   \n",
      "603985  9.974937e+06          0.0  3.766199e+08  0.000000e+00    0.0    0.0   \n",
      "603986  7.543034e+07  131790992.0  1.055229e+09  7.102005e+04    0.0    0.0   \n",
      "603987  4.392710e+07          0.0  4.401485e+08  1.079606e+08    0.0    0.0   \n",
      "603988  3.006848e+07          0.0  2.244131e+08  0.000000e+00    0.0    0.0   \n",
      "603989  1.293892e+08          0.0  4.616567e+08  3.784507e+07    0.0    0.0   \n",
      "603990  1.962848e+07   19087528.0  1.792432e+08  1.116984e+06    0.0    0.0   \n",
      "603991  1.391558e+07          0.0  1.400011e+08  0.000000e+00    0.0    0.0   \n",
      "603993  9.681910e+08          0.0  8.381406e+09  8.695676e+09    0.0    0.0   \n",
      "603996  8.007921e+07          0.0  6.332156e+08  0.000000e+00    0.0    0.0   \n",
      "603997  1.268323e+08   47164312.0  8.228550e+08  4.578559e+07    0.0    0.0   \n",
      "603998  5.354671e+07   26456760.0  4.464976e+08  5.410128e+07    0.0    0.0   \n",
      "603999  1.031104e+08          0.0  7.384195e+08  5.136288e+07    0.0    0.0   \n",
      "\n",
      "               col72         col73         col74         col75         col76  \\\n",
      "code                                                                           \n",
      "000001  2.352310e+11  3.352056e+12  8.666400e+10  6.005000e+10  8.470000e+08   \n",
      "000002  2.158918e+11  1.432222e+12  1.760221e+11  1.148323e+11  1.265819e+10   \n",
      "000004  1.977834e+08  3.347077e+08  2.561786e+08  4.502262e+07  5.172339e+06   \n",
      "000005  1.412948e+09  2.906449e+09  3.829999e+08  2.490299e+08  2.451783e+06   \n",
      "000006  6.008350e+09  1.246334e+10  1.593892e+09  9.725487e+08  8.196164e+07   \n",
      "000007  3.817228e+08  4.253263e+08  3.226156e+07  9.452213e+06  7.672486e+05   \n",
      "000008  7.178919e+09  9.887943e+09  1.289517e+09  6.632554e+08  1.438209e+07   \n",
      "000009  9.977626e+09  2.880128e+10  6.649258e+09  4.299502e+09  1.684762e+08   \n",
      "000010  1.129931e+09  3.824096e+09  1.873523e+08  1.724521e+08  1.929977e+06   \n",
      "000011  2.886102e+09  4.884499e+09  1.199004e+09  9.092467e+08  6.294421e+07   \n",
      "000012  9.296582e+09  1.984693e+10  8.151251e+09  6.192442e+09  1.077434e+08   \n",
      "000014  7.998676e+08  1.826060e+09  1.859975e+08  1.367460e+08  4.790984e+06   \n",
      "000016  9.439687e+09  3.145942e+10  2.976173e+10  2.806358e+10  4.990336e+07   \n",
      "000017  2.009722e+07  7.015806e+07  1.012503e+08  9.095853e+07  1.342550e+05   \n",
      "000018  2.200317e+09  1.099589e+10  2.259055e+09  1.970674e+09  2.852389e+06   \n",
      "000019  9.316229e+08  1.009124e+09  2.167691e+08  1.581132e+08  4.069432e+06   \n",
      "000020  3.211705e+08  6.100256e+08  4.899602e+08  4.405121e+08  2.587120e+06   \n",
      "000021  6.259710e+09  1.419819e+10  1.261111e+10  1.210891e+10  3.705574e+07   \n",
      "000023  4.799268e+08  2.126283e+09  9.953352e+08  9.001602e+08  7.132525e+06   \n",
      "000025  1.048659e+09  1.542081e+09  2.905809e+08  2.250632e+08  4.328002e+06   \n",
      "000026  2.551136e+09  3.617355e+09  2.564688e+09  1.482211e+09  2.524484e+07   \n",
      "000027  2.445492e+10  8.113275e+10  1.237666e+10  9.637524e+09  1.047249e+08   \n",
      "000028  1.355238e+10  2.824471e+10  3.176671e+10  2.811750e+10  8.679650e+07   \n",
      "000029  3.070227e+09  4.447438e+09  1.600130e+09  7.067452e+08  3.167674e+08   \n",
      "000030  6.919697e+09  1.123747e+10  5.688411e+09  4.821864e+09  4.222945e+07   \n",
      "000031  1.274888e+10  8.941649e+10  7.871229e+09  4.561649e+09  8.004641e+08   \n",
      "000032  1.484369e+09  2.142679e+09  1.166940e+09  9.275654e+08  1.114370e+07   \n",
      "000034  3.686871e+09  2.480214e+10  5.335458e+10  5.097839e+10  5.730438e+07   \n",
      "000035  3.223244e+09  8.406893e+09  1.367363e+09  8.734065e+08  2.872802e+07   \n",
      "000036  5.317344e+09  1.142238e+10  2.710683e+09  7.128390e+08  7.847916e+08   \n",
      "...              ...           ...           ...           ...           ...   \n",
      "603936  2.111258e+09  3.728119e+09  1.428926e+09  1.188974e+09  8.843804e+06   \n",
      "603937  1.291449e+09  1.678567e+09  9.696265e+08  8.212607e+08  4.113225e+06   \n",
      "603938  1.035587e+09  1.115183e+09  8.295905e+08  6.041861e+08  7.868063e+06   \n",
      "603939  3.630283e+09  6.564482e+09  4.665655e+09  2.776445e+09  3.276206e+07   \n",
      "603955  1.244394e+09  2.772108e+09  5.482934e+08  3.977190e+08  3.710881e+06   \n",
      "603958  1.095463e+09  1.393012e+09  9.864815e+08  4.624348e+08  9.999076e+06   \n",
      "603959  1.045267e+09  2.672376e+09  5.533684e+08  3.306666e+08  6.120664e+06   \n",
      "603960  5.516612e+08  9.266646e+08  3.669082e+08  2.611723e+08  3.408348e+06   \n",
      "603963  4.588333e+08  6.032842e+08  3.069432e+08  6.080244e+07  7.024852e+06   \n",
      "603966  8.790393e+08  1.370086e+09  5.146100e+08  3.889644e+08  4.934046e+06   \n",
      "603968  1.398197e+09  1.946199e+09  1.498956e+09  1.214083e+09  1.155682e+07   \n",
      "603969  1.674305e+09  2.528255e+09  1.630258e+09  1.362343e+09  5.924609e+06   \n",
      "603970  9.299815e+08  2.695705e+09  2.945360e+09  2.618025e+09  3.181554e+06   \n",
      "603976  9.712756e+08  1.068712e+09  4.548510e+08  3.240772e+08  7.338916e+06   \n",
      "603977  1.098119e+09  1.652757e+09  4.870027e+08  2.912740e+08  3.806950e+06   \n",
      "603978  1.368605e+09  1.736671e+09  7.800635e+08  6.265560e+08  3.946484e+06   \n",
      "603979  4.037803e+09  6.181796e+09  2.219439e+09  1.653645e+09  9.915467e+06   \n",
      "603980  4.211095e+09  4.915788e+09  2.179117e+09  1.323855e+09  1.554452e+07   \n",
      "603985  1.069843e+09  1.385188e+09  7.880969e+08  5.857164e+08  3.732653e+06   \n",
      "603986  1.910878e+09  2.834103e+09  1.721126e+09  1.060004e+09  8.440950e+06   \n",
      "603987  1.404538e+09  1.735052e+09  1.069530e+09  7.043325e+08  1.236478e+07   \n",
      "603988  6.625242e+08  8.981702e+08  3.223217e+08  2.135504e+08  1.486696e+06   \n",
      "603989  2.023621e+09  3.195983e+09  1.604841e+09  1.113725e+09  1.115085e+07   \n",
      "603990  4.331383e+08  6.503031e+08  1.604685e+08  4.010242e+07  3.586254e+06   \n",
      "603991  4.760800e+08  7.548571e+08  3.903697e+08  3.035999e+08  1.146160e+06   \n",
      "603993  4.996737e+10  1.045680e+11  2.008381e+10  1.200134e+10  7.009740e+08   \n",
      "603996  1.570665e+09  4.921295e+09  5.699640e+09  5.125710e+09  7.242670e+06   \n",
      "603997  1.858168e+09  2.382055e+09  1.563425e+09  1.050418e+09  1.353045e+07   \n",
      "603998  1.095419e+09  1.671148e+09  7.976988e+08  2.068144e+08  1.628543e+07   \n",
      "603999  1.749377e+09  2.045496e+09  4.874834e+08  3.867647e+08  3.333419e+06   \n",
      "\n",
      "               col77         col78  col79         col80         col81  \\\n",
      "code                                                                    \n",
      "000001  0.000000e+00  2.558100e+10    0.0  0.000000e+00  5.500000e+07   \n",
      "000002  4.485487e+09  6.614035e+09    0.0  4.629765e+09  3.251603e+09   \n",
      "000004  1.967540e+08  1.638047e+07    0.0 -1.052675e+06  1.550288e+05   \n",
      "000005  1.150578e+07  6.612809e+07    0.0  3.508324e+07  2.770962e+06   \n",
      "000006  1.809088e+07  7.625094e+07    0.0  6.381485e+07  1.101557e+07   \n",
      "000007  0.000000e+00  2.011151e+07    0.0 -1.125985e+06 -5.027208e+06   \n",
      "000008  1.463855e+08  2.119513e+08    0.0  4.016104e+07  4.157231e+06   \n",
      "000009  6.760693e+08  5.388099e+08    0.0  3.213785e+08  5.618350e+07   \n",
      "000010  1.935911e+07  8.394460e+07    0.0  3.468744e+07  7.767338e+07   \n",
      "000011  1.480808e+07  6.773544e+07    0.0 -3.845622e+07 -4.797272e+06   \n",
      "000012  2.627434e+08  5.235507e+08    0.0  2.734361e+08  5.545468e+06   \n",
      "000014  8.503417e+06  4.300945e+07    0.0  2.371245e+06  3.819978e+05   \n",
      "000016  1.614517e+09  4.219905e+08    0.0  1.045336e+08  6.566421e+07   \n",
      "000017  4.356796e+06  4.805269e+06    0.0 -3.020010e+05 -1.342668e+05   \n",
      "000018  1.846311e+07  1.851246e+08    0.0  4.004056e+08  6.238590e+06   \n",
      "000019  2.712823e+07  5.874935e+07    0.0 -2.896155e+06  1.970172e+06   \n",
      "000020  1.205306e+07  2.296467e+07    0.0  5.216790e+06  5.941500e+03   \n",
      "000021  3.489600e+07  3.118742e+08    0.0 -5.978646e+07 -3.976598e+06   \n",
      "000023  1.266899e+07  4.004438e+07    0.0  1.703670e+07  3.824884e+05   \n",
      "000025  1.304490e+07  2.875951e+07    0.0  4.664936e+06  3.837894e+05   \n",
      "000026  6.369927e+08  1.603430e+08    0.0  2.729003e+07 -3.144146e+06   \n",
      "000027  1.407594e+08  5.089789e+08    0.0  1.318761e+09 -4.019905e+06   \n",
      "000028  1.956325e+09  5.405134e+08    0.0  7.827760e+07 -3.626702e+05   \n",
      "000029  4.124197e+07  4.450662e+07    0.0 -1.028937e+07  0.000000e+00   \n",
      "000030  1.830567e+08  3.790818e+08    0.0 -1.514718e+07 -2.731387e+06   \n",
      "000031  2.206886e+08  3.398151e+08    0.0  6.793398e+08  4.820357e+07   \n",
      "000032  5.266731e+07  8.252240e+07    0.0 -6.111854e+06  2.882106e+06   \n",
      "000034  1.105186e+09  1.583348e+08    0.0  5.325188e+08  1.210919e+08   \n",
      "000035  4.585799e+07  1.542732e+08    0.0  6.937362e+07  4.062975e+06   \n",
      "000036  1.006977e+08  6.060750e+07    0.0 -2.239601e+06 -1.254930e+04   \n",
      "...              ...           ...    ...           ...           ...   \n",
      "603936  3.077249e+07  4.854990e+07    0.0  1.814109e+07  3.711381e+06   \n",
      "603937  1.328386e+07  2.109376e+07    0.0 -6.675542e+06 -4.938652e+05   \n",
      "603938  7.130282e+07  2.541928e+07    0.0 -3.874451e+06  9.166008e+05   \n",
      "603939  1.282798e+09  1.649905e+08    0.0  1.230267e+07  1.226168e+07   \n",
      "603955  4.625000e+04  5.049250e+07    0.0  8.832315e+06  9.258963e+06   \n",
      "603958  4.347016e+08  5.814067e+07    0.0 -4.841554e+05  4.020406e+07   \n",
      "603959  8.627404e+06  3.286053e+07    0.0  2.596735e+07  1.893589e+07   \n",
      "603960  4.605592e+06  2.835679e+07    0.0 -1.789348e+06 -1.554327e+06   \n",
      "603963  2.087607e+08  2.824735e+07    0.0  4.405854e+05  1.800030e+06   \n",
      "603966  3.533653e+07  2.716421e+07    0.0 -7.873414e+06  6.054442e+05   \n",
      "603968  3.560161e+07  5.351809e+07    0.0 -1.004809e+07  2.598220e+06   \n",
      "603969  6.181849e+07  4.254164e+07    0.0 -6.876080e+05  1.692618e+07   \n",
      "603970  1.490760e+08  3.937968e+07    0.0  6.750893e+06  7.298902e+06   \n",
      "603976  2.467833e+07  2.741119e+07    0.0 -1.012800e+07  3.665181e+06   \n",
      "603977  4.324722e+07  7.344688e+07    0.0  1.092105e+07  3.109832e+06   \n",
      "603978  1.972043e+07  1.610715e+07    0.0  1.345653e+06 -9.560930e+05   \n",
      "603979  5.145175e+06  1.802360e+08    0.0  4.156854e+07  3.421424e+07   \n",
      "603980  3.139015e+07  8.689921e+07    0.0 -3.474239e+07  1.918373e+07   \n",
      "603985  4.545376e+07  1.991206e+07    0.0 -5.935740e+06  9.207027e+06   \n",
      "603986  5.537361e+07  8.713532e+07    0.0 -2.915073e+07  2.333444e+07   \n",
      "603987  8.196985e+07  7.616717e+07    0.0 -1.708392e+07  3.550037e+06   \n",
      "603988  2.379564e+07  2.083401e+07    0.0 -1.688750e+05  1.172319e+07   \n",
      "603989  9.559782e+07  6.780602e+07    0.0  5.538472e+06  7.208315e+06   \n",
      "603990  4.544396e+07  3.598774e+07    0.0  3.335632e+06  3.736330e+06   \n",
      "603991  2.022217e+07  1.381070e+07    0.0  7.412748e+06  1.031950e+05   \n",
      "603993  1.386730e+08  6.768400e+08    0.0  5.760130e+08  1.723300e+07   \n",
      "603996  9.402477e+07  5.118395e+07    0.0  1.287693e+08  6.363448e+06   \n",
      "603997  4.301972e+07  1.473043e+08    0.0 -3.160540e+06 -1.221552e+07   \n",
      "603998  4.056545e+08  5.125376e+07    0.0 -2.742502e+06  1.125573e+07   \n",
      "603999  2.163462e+07  4.991930e+07    0.0 -5.810572e+06  1.017777e+07   \n",
      "\n",
      "               col82         col83         col84        col85         col86  \\\n",
      "code                                                                          \n",
      "000001  1.047000e+09  7.099000e+09  0.000000e+00  144000000.0  2.661400e+10   \n",
      "000002  6.089066e+07  2.650013e+09  2.574961e+09          0.0  3.165412e+10   \n",
      "000004  0.000000e+00  3.934720e+06  0.000000e+00          0.0 -8.483872e+06   \n",
      "000005  0.000000e+00 -5.289210e+06  0.000000e+00          0.0  1.074101e+07   \n",
      "000006  0.000000e+00  2.683746e+08  2.669351e+08          0.0  6.385846e+08   \n",
      "000007  0.000000e+00  4.603774e+06  0.000000e+00          0.0 -1.179458e+07   \n",
      "000008  1.437545e+07  2.183426e+07 -1.089357e+06          0.0  1.717404e+08   \n",
      "000009 -4.714295e+08  3.772900e+08  1.586575e+05          0.0  3.494865e+08   \n",
      "000010  6.551196e+04  1.257277e+07  0.000000e+00          0.0 -1.901770e+08   \n",
      "000011  0.000000e+00  1.398021e+06  7.778903e+05          0.0  1.889208e+08   \n",
      "000012  0.000000e+00  0.000000e+00  0.000000e+00          0.0  5.681903e+08   \n",
      "000014  0.000000e+00  0.000000e+00  0.000000e+00          0.0 -9.805591e+06   \n",
      "000016  6.994069e+07  8.023519e+08  1.365679e+07          0.0  4.153785e+08   \n",
      "000017  0.000000e+00  0.000000e+00  0.000000e+00          0.0  1.431694e+06   \n",
      "000018  0.000000e+00  5.171892e+06  0.000000e+00          0.0 -1.731564e+08   \n",
      "000019 -3.973369e+05  5.055138e+05 -2.819862e+05          0.0 -2.900087e+07   \n",
      "000020  0.000000e+00  2.930053e+05  0.000000e+00          0.0 -2.428104e+05   \n",
      "000021 -3.990166e+07  9.178775e+07  4.589855e+07          0.0  5.803605e+08   \n",
      "000023  0.000000e+00  1.498151e+05  0.000000e+00          0.0  1.662110e+07   \n",
      "000025  0.000000e+00  2.478125e+07  1.784293e+07          0.0  3.911776e+07   \n",
      "000026  0.000000e+00  9.301338e+04  9.301338e+04          0.0  2.113936e+08   \n",
      "000027 -2.667077e+06  2.059736e+08  1.376343e+07          0.0  8.924177e+08   \n",
      "000028  0.000000e+00  2.416771e+08  2.415956e+08          0.0  1.246099e+09   \n",
      "000029  0.000000e+00  8.271000e+05  0.000000e+00          0.0  5.024879e+08   \n",
      "000030  0.000000e+00  5.221087e+08  4.870077e+08          0.0  6.870073e+08   \n",
      "000031  0.000000e+00  7.102872e+08 -2.091566e+08          0.0  1.932228e+09   \n",
      "000032  0.000000e+00  5.202105e+06  0.000000e+00          0.0  1.008949e+08   \n",
      "000034  2.591916e+07  3.895861e+07  6.066762e+07          0.0  4.071318e+08   \n",
      "000035  0.000000e+00 -3.089626e+05  0.000000e+00          0.0  2.279989e+08   \n",
      "000036  0.000000e+00  1.774029e+07  6.946111e+05          0.0  1.071721e+09   \n",
      "...              ...           ...           ...          ...           ...   \n",
      "603936  0.000000e+00  3.226266e+06  0.000000e+00          0.0  8.193047e+07   \n",
      "603937  0.000000e+00  6.913511e+06  0.000000e+00          0.0  1.108268e+08   \n",
      "603938  0.000000e+00  1.209192e+07  0.000000e+00          0.0  1.139416e+08   \n",
      "603939 -7.631948e+05  4.255689e+07  0.000000e+00          0.0  4.266900e+08   \n",
      "603955  0.000000e+00  3.256840e+06  0.000000e+00          0.0  7.298990e+07   \n",
      "603958  0.000000e+00  7.953456e+06 -2.804138e+06          0.0  8.794042e+06   \n",
      "603959  0.000000e+00 -6.941776e+04 -3.365421e+05          0.0  1.036219e+08   \n",
      "603960  0.000000e+00 -7.279119e+04 -7.279119e+04          0.0  5.642144e+07   \n",
      "603963  5.900708e+06  5.924033e+04  0.000000e+00          0.0  4.112680e+06   \n",
      "603966  0.000000e+00  1.382106e+06  0.000000e+00          0.0  5.642353e+07   \n",
      "603968 -3.148600e+06 -2.441450e+06  0.000000e+00          0.0  1.737736e+08   \n",
      "603969  0.000000e+00  2.472836e+06  0.000000e+00          0.0  1.099524e+08   \n",
      "603970  0.000000e+00  3.858640e+06 -3.030020e+03          0.0  1.307385e+08   \n",
      "603976  0.000000e+00  0.000000e+00  0.000000e+00          0.0  7.838801e+07   \n",
      "603977  0.000000e+00  5.776012e+06  7.317144e+05          0.0  6.492333e+07   \n",
      "603978  0.000000e+00  0.000000e+00  0.000000e+00          0.0  9.517427e+07   \n",
      "603979  0.000000e+00  2.159467e+06  0.000000e+00          0.0  2.688869e+08   \n",
      "603980  2.399716e+06  4.253471e+07  0.000000e+00          0.0  7.120265e+08   \n",
      "603985  0.000000e+00  1.942522e+06  0.000000e+00          0.0  1.083735e+08   \n",
      "603986  0.000000e+00  4.742990e+06 -7.464260e+05          0.0  3.906195e+08   \n",
      "603987 -2.039170e+06  2.138048e+06  0.000000e+00          0.0  1.635917e+08   \n",
      "603988  0.000000e+00  4.761212e+06  0.000000e+00          0.0  4.754988e+07   \n",
      "603989  0.000000e+00  7.181759e+06 -6.190772e+04          0.0  2.554016e+08   \n",
      "603990  0.000000e+00  1.557221e+06  0.000000e+00          0.0  1.204340e+07   \n",
      "603991  0.000000e+00  0.000000e+00  0.000000e+00          0.0  2.560760e+07   \n",
      "603993 -2.213400e+07  1.989450e+08  9.857900e+07          0.0  6.010449e+09   \n",
      "603996  0.000000e+00  0.000000e+00  0.000000e+00          0.0  1.020805e+08   \n",
      "603997  0.000000e+00 -1.321044e+06 -1.058535e+06          0.0  2.987565e+08   \n",
      "603998  0.000000e+00 -9.210548e+06 -9.210548e+06          0.0  7.773510e+07   \n",
      "603999  0.000000e+00  8.514271e+06  1.045366e+06          0.0  2.859128e+07   \n",
      "\n",
      "        col87         col88         col89  col90  col91         col92  \\\n",
      "code                                                                    \n",
      "000001    0.0  1.400000e+07  6.200000e+07    0.0    0.0  2.656600e+10   \n",
      "000002    0.0  2.797123e+08  2.717284e+08    0.0    0.0  3.166211e+10   \n",
      "000004    0.0  6.124207e+06  4.513974e+06    0.0    0.0 -6.873639e+06   \n",
      "000005    0.0  2.357496e+06  4.639613e+05    0.0    0.0  1.263454e+07   \n",
      "000006    0.0  1.796447e+06  4.263719e+05    0.0    0.0  6.399546e+08   \n",
      "000007    0.0  1.177528e+05  1.487761e+06    0.0    0.0 -1.316459e+07   \n",
      "000008    0.0  4.973186e+06  1.348159e+06    0.0    0.0  1.753655e+08   \n",
      "000009    0.0  3.404290e+07  6.837340e+06    0.0    0.0  3.766921e+08   \n",
      "000010    0.0  5.023654e+06  1.908770e+06    0.0    0.0 -1.870621e+08   \n",
      "000011    0.0  3.058534e+06  2.851849e+06    0.0    0.0  1.891275e+08   \n",
      "000012    0.0  8.221388e+06  1.492623e+06    0.0    0.0  5.749191e+08   \n",
      "000014    0.0  1.564922e+07  0.000000e+00    0.0    0.0  5.843627e+06   \n",
      "000016    0.0  4.285249e+07  1.187191e+07    0.0    0.0  4.463590e+08   \n",
      "000017    0.0  2.064285e+05  3.014000e+04    0.0    0.0  1.607983e+06   \n",
      "000018    0.0  2.050660e+08  8.414791e+05    0.0    0.0  3.106819e+07   \n",
      "000019    0.0  9.149253e+04  2.858843e+05    0.0    0.0 -2.919526e+07   \n",
      "000020    0.0  1.413172e+06  1.828068e+05    0.0    0.0  9.875543e+05   \n",
      "000021    0.0  2.044693e+06  2.336681e+06    0.0    0.0  5.800685e+08   \n",
      "000023    0.0  7.913879e+05  1.827691e+06    0.0    0.0  1.558479e+07   \n",
      "000025    0.0  3.330583e+04  9.560763e+04    0.0    0.0  3.905545e+07   \n",
      "000026    0.0  5.544412e+05  5.547378e+05    0.0    0.0  2.113933e+08   \n",
      "000027    0.0  3.122634e+07  7.098381e+06    0.0    0.0  9.165457e+08   \n",
      "000028    0.0  7.052562e+06  2.171320e+06    0.0    0.0  1.250980e+09   \n",
      "000029    0.0  5.177414e+05  3.511371e+05    0.0    0.0  5.026545e+08   \n",
      "000030    0.0  1.013566e+07  3.745782e+06    0.0    0.0  6.933972e+08   \n",
      "000031    0.0  1.602261e+07  1.389031e+07    0.0    0.0  1.934360e+09   \n",
      "000032    0.0  6.072236e+06  2.963362e+05    0.0    0.0  1.066708e+08   \n",
      "000034    0.0  2.388190e+07  6.679383e+06    0.0    0.0  4.243343e+08   \n",
      "000035    0.0  4.134574e+06  1.390085e+06    0.0    0.0  2.307434e+08   \n",
      "000036    0.0  1.118697e+06  9.573611e+05    0.0    0.0  1.071882e+09   \n",
      "...       ...           ...           ...    ...    ...           ...   \n",
      "603936    0.0  1.175143e+06  1.349949e+05    0.0    0.0  8.297062e+07   \n",
      "603937    0.0  3.298812e+06  6.252277e+05    0.0    0.0  1.135003e+08   \n",
      "603938    0.0  1.141890e+06  2.022000e+04    0.0    0.0  1.150633e+08   \n",
      "603939    0.0  4.631526e+06  1.640663e+06    0.0    0.0  4.296809e+08   \n",
      "603955    0.0  3.852907e+05  3.028507e+05    0.0    0.0  7.307234e+07   \n",
      "603958    0.0  1.483307e+05  6.696679e+04    0.0    0.0  8.875406e+06   \n",
      "603959    0.0  1.407314e+06 -6.131785e+05    0.0    0.0  1.056424e+08   \n",
      "603960    0.0  4.084556e+06  1.333352e+04    0.0    0.0  6.049266e+07   \n",
      "603963    0.0  2.187080e+06  0.000000e+00    0.0    0.0  6.299760e+06   \n",
      "603966    0.0  1.080834e+06  1.209081e+06    0.0    0.0  5.629529e+07   \n",
      "603968    0.0  4.075018e+04  5.396800e+04    0.0    0.0  1.737603e+08   \n",
      "603969    0.0  8.204011e+04  4.834104e+05    0.0    0.0  1.095510e+08   \n",
      "603970    0.0  1.282874e+06  2.899721e+05    0.0    0.0  1.317314e+08   \n",
      "603976    0.0  9.500000e+03  1.566529e+05    0.0    0.0  7.824085e+07   \n",
      "603977    0.0  4.736289e+05  1.988525e+05    0.0    0.0  6.519810e+07   \n",
      "603978    0.0  1.168831e+05  1.799120e+05    0.0    0.0  9.511125e+07   \n",
      "603979    0.0  1.309920e+06  3.924732e+05    0.0    0.0  2.698044e+08   \n",
      "603980    0.0  1.744907e+06  1.602218e+06    0.0    0.0  7.121692e+08   \n",
      "603985    0.0  3.257979e+04  7.000000e+04    0.0    0.0  1.083361e+08   \n",
      "603986    0.0  1.305675e+07  5.122125e+05    0.0    0.0  4.031640e+08   \n",
      "603987    0.0  3.905079e+06  1.740942e+06    0.0    0.0  1.657558e+08   \n",
      "603988    0.0 -1.549952e+06  3.096314e+05    0.0    0.0  4.569029e+07   \n",
      "603989    0.0  1.420734e+07  1.674664e+06    0.0    0.0  2.679343e+08   \n",
      "603990    0.0  1.330000e+00  2.596263e+05    0.0    0.0  1.178378e+07   \n",
      "603991    0.0  7.039807e+04  9.644255e+04    0.0    0.0  2.558155e+07   \n",
      "603993    0.0  1.544000e+06  4.872800e+07    0.0    0.0  5.963265e+09   \n",
      "603996    0.0  3.581776e+06  1.150865e+06    0.0    0.0  1.045114e+08   \n",
      "603997    0.0  1.572180e+05  1.396798e+06    0.0    0.0  2.975169e+08   \n",
      "603998    0.0  4.059352e+05  4.260775e+05    0.0    0.0  7.771495e+07   \n",
      "603999    0.0  4.025856e+06  1.053348e+06    0.0    0.0  3.156379e+07   \n",
      "\n",
      "               col93  col94         col95         col96         col97  \\\n",
      "code                                                                    \n",
      "000001  6.110000e+09    0.0  2.045600e+10  2.045600e+10  0.000000e+00   \n",
      "000002  9.864309e+09    0.0  2.179780e+10  1.398456e+10  7.813238e+09   \n",
      "000004  4.349966e+05    0.0 -7.308636e+06 -2.591750e+06 -4.716886e+06   \n",
      "000005  4.054726e+06    0.0  8.579817e+06  6.531952e+06  2.047865e+06   \n",
      "000006  9.461467e+07    0.0  5.453400e+08  5.032401e+08  4.209987e+07   \n",
      "000007 -4.460366e+06    0.0 -8.704227e+06 -8.660638e+06 -4.358894e+04   \n",
      "000008  4.324778e+07    0.0  1.321177e+08  1.235609e+08  8.556765e+06   \n",
      "000009  1.172056e+08    0.0  2.594864e+08  9.860909e+07  1.608773e+08   \n",
      "000010  1.748558e+06    0.0 -1.888107e+08 -1.919654e+08  3.154736e+06   \n",
      "000011  4.493883e+07    0.0  1.441887e+08  1.441887e+08  0.000000e+00   \n",
      "000012  8.902133e+07    0.0  4.858978e+08  4.691164e+08  1.678144e+07   \n",
      "000014  1.708629e+06    0.0  4.134998e+06  2.264616e+06  1.870382e+06   \n",
      "000016 -1.328724e+08    0.0  5.792315e+08  4.298347e+08  1.493968e+08   \n",
      "000017  3.717317e+05    0.0  1.236251e+06  1.084676e+06  1.515753e+05   \n",
      "000018  7.699247e+06    0.0  2.336894e+07  2.548263e+07 -2.113694e+06   \n",
      "000019  2.335183e+06    0.0 -3.153045e+07 -2.997422e+07 -1.556223e+06   \n",
      "000020  4.900592e+05    0.0  4.974951e+05  4.974951e+05  0.000000e+00   \n",
      "000021  1.223455e+08    0.0  4.577231e+08  4.408356e+08  1.688750e+07   \n",
      "000023  7.443068e+06    0.0  8.141725e+06  1.063482e+07 -2.493098e+06   \n",
      "000025  3.512203e+06    0.0  3.554325e+07  3.584046e+07 -2.972041e+05   \n",
      "000026  4.873218e+07    0.0  1.626611e+08  1.626611e+08  0.000000e+00   \n",
      "000027  2.425126e+08    0.0  6.740331e+08  6.038630e+08  7.017014e+07   \n",
      "000028  2.405248e+08    0.0  1.010455e+09  9.269716e+08  8.348390e+07   \n",
      "000029  1.286276e+08    0.0  3.740269e+08  3.740004e+08  2.655247e+04   \n",
      "000030  3.553231e+07    0.0  6.578648e+08  6.611164e+08 -3.251563e+06   \n",
      "000031  5.854035e+08    0.0  1.348957e+09  9.081044e+08  4.408520e+08   \n",
      "000032  1.810899e+07    0.0  8.856185e+07  8.349866e+07  5.063184e+06   \n",
      "000034  7.702149e+07    0.0  3.473128e+08  3.443965e+08  2.916265e+06   \n",
      "000035  5.927703e+07    0.0  1.714664e+08  1.666466e+08  4.819789e+06   \n",
      "000036  2.818690e+08    0.0  7.900131e+08  7.382359e+08  5.177717e+07   \n",
      "...              ...    ...           ...           ...           ...   \n",
      "603936  5.385611e+05    0.0  8.243206e+07  8.243206e+07  0.000000e+00   \n",
      "603937  2.672767e+07    0.0  8.677267e+07  8.677267e+07  0.000000e+00   \n",
      "603938  2.792242e+07    0.0  8.714086e+07  8.714086e+07  0.000000e+00   \n",
      "603939  1.086751e+08    0.0  3.210058e+08  3.087591e+08  1.224669e+07   \n",
      "603955  1.650039e+07    0.0  5.657195e+07  5.641430e+07  1.576573e+05   \n",
      "603958  3.149352e+06    0.0  5.726054e+06  7.339232e+06 -1.613179e+06   \n",
      "603959  1.506221e+07    0.0  9.058015e+07  9.058015e+07  0.000000e+00   \n",
      "603960  1.033812e+07    0.0  5.015454e+07  4.243675e+07  7.717791e+06   \n",
      "603963  8.935041e+05    0.0  5.406256e+06  5.406256e+06  0.000000e+00   \n",
      "603966  8.765299e+06    0.0  4.752999e+07  4.752999e+07  0.000000e+00   \n",
      "603968  2.399983e+07    0.0  1.497605e+08  1.497605e+08  0.000000e+00   \n",
      "603969  1.890759e+07    0.0  9.064341e+07  9.224471e+07 -1.601306e+06   \n",
      "603970  4.060610e+07    0.0  9.112534e+07  9.071823e+07  4.071024e+05   \n",
      "603976  1.178251e+07    0.0  6.645834e+07  6.645834e+07  0.000000e+00   \n",
      "603977  1.024552e+07    0.0  5.495258e+07  5.262159e+07  2.330988e+06   \n",
      "603978  1.308724e+07    0.0  8.202401e+07  8.202401e+07  0.000000e+00   \n",
      "603979  4.774906e+07    0.0  2.220553e+08  2.243288e+08 -2.273531e+06   \n",
      "603980  1.143379e+08    0.0  5.978312e+08  5.499575e+08  4.787373e+07   \n",
      "603985  1.491964e+07    0.0  9.341649e+07  9.341649e+07  0.000000e+00   \n",
      "603986  3.649850e+07    0.0  3.666655e+08  3.673396e+08 -6.741056e+05   \n",
      "603987  2.604861e+07    0.0  1.397072e+08  1.133017e+08  2.640556e+07   \n",
      "603988  6.853544e+06    0.0  3.883675e+07  3.883675e+07  0.000000e+00   \n",
      "603989  4.209204e+07    0.0  2.258422e+08  2.249022e+08  9.400092e+05   \n",
      "603990  4.543163e+05    0.0  1.132946e+07  1.142573e+07 -9.626619e+04   \n",
      "603991  3.367186e+06    0.0  2.221437e+07  2.221437e+07  0.000000e+00   \n",
      "603993  1.284965e+09    0.0  4.678300e+09  4.136840e+09  5.414600e+08   \n",
      "603996  1.520807e+07    0.0  8.930331e+07  8.930331e+07  0.000000e+00   \n",
      "603997  5.251412e+07    0.0  2.450028e+08  2.325179e+08  1.248491e+07   \n",
      "603998  1.126624e+07    0.0  6.644871e+07  6.092701e+07  5.521704e+06   \n",
      "603999  9.800748e+05    0.0  3.058371e+07  3.098202e+07 -3.983093e+05   \n",
      "\n",
      "               col98         col99        col100        col101        col102  \\\n",
      "code                                                                           \n",
      "000001  0.000000e+00  0.000000e+00  3.812886e+11  3.812320e+11  0.000000e+00   \n",
      "000002  2.739353e+11  0.000000e+00  2.351135e+10  2.974466e+11  2.056375e+11   \n",
      "000004  2.672074e+08  4.667550e+03  1.985766e+07  2.870697e+08  3.134721e+07   \n",
      "000005  3.416617e+08  8.582283e+04  1.506054e+08  4.923529e+08  2.268131e+08   \n",
      "000006  1.759154e+09  0.000000e+00  7.818959e+08  2.541050e+09  7.586400e+08   \n",
      "000007  2.880040e+07  0.000000e+00  5.706762e+05  2.937108e+07  4.298440e+06   \n",
      "000008  1.237563e+09  4.062054e+07  3.057760e+08  1.583959e+09  9.901964e+08   \n",
      "000009  7.315480e+09  3.037529e+07  1.333127e+09  8.718782e+09  3.716411e+09   \n",
      "000010  3.999550e+08  5.570850e+06  2.395007e+08  6.450266e+08  4.166194e+08   \n",
      "000011  1.295694e+09  0.000000e+00  5.436241e+07  1.350056e+09  3.464129e+08   \n",
      "000012  8.874071e+09  8.150682e+07  1.149527e+08  9.070531e+09  5.549505e+09   \n",
      "000014  4.910473e+08  0.000000e+00  1.206472e+08  6.116945e+08  1.347836e+08   \n",
      "000016  2.447299e+10  3.121287e+08  2.865828e+09  2.765094e+10  2.411769e+10   \n",
      "000017  2.780300e+07  5.306260e+03  3.457816e+06  3.126613e+07  1.719712e+07   \n",
      "000018  2.813615e+09  3.488505e+06  3.926124e+09  6.743227e+09  2.518844e+09   \n",
      "000019  2.622521e+08  1.528338e+06  8.160194e+06  2.719406e+08  1.541498e+08   \n",
      "000020  3.163337e+08  0.000000e+00  1.210649e+07  3.284402e+08  2.619466e+08   \n",
      "000021  1.075973e+10  6.812451e+07  4.077767e+08  1.123563e+10  8.665328e+09   \n",
      "000023  9.456641e+08  0.000000e+00  1.939619e+07  9.650603e+08  7.191100e+08   \n",
      "000025  2.907346e+08  0.000000e+00  2.283489e+07  3.135695e+08  2.330053e+08   \n",
      "000026  2.803068e+09  4.010284e+06  3.499531e+07  2.842074e+09  1.540692e+09   \n",
      "000027  1.576533e+10  3.083130e+07  5.002896e+08  1.629645e+10  8.346291e+09   \n",
      "000028  3.357613e+10  1.714760e+06  5.034094e+08  3.408125e+10  3.005827e+10   \n",
      "000029  1.605042e+09  7.643100e+04  5.933716e+07  1.664456e+09  5.580113e+08   \n",
      "000030  4.975896e+09  1.962118e+06  4.947602e+07  5.027334e+09  3.585145e+09   \n",
      "000031  1.311848e+10  0.000000e+00  1.063745e+10  2.375594e+10  1.041291e+10   \n",
      "000032  1.203417e+09  8.444904e+07  4.506448e+07  1.332930e+09  9.840106e+08   \n",
      "000034  6.088757e+10  4.029226e+06  2.963236e+08  6.118792e+10  5.826096e+10   \n",
      "000035  8.722133e+08  3.031917e+07  7.221375e+08  1.624670e+09  2.637825e+08   \n",
      "000036  3.122178e+09  2.376521e+05  6.339101e+08  3.756326e+09  4.629522e+08   \n",
      "...              ...           ...           ...           ...           ...   \n",
      "603936  1.194694e+09  2.933446e+06  1.010952e+08  1.298722e+09  7.892603e+08   \n",
      "603937  6.522495e+08  3.368178e+06  1.200854e+08  7.757032e+08  4.439229e+08   \n",
      "603938  6.529893e+08  0.000000e+00  3.140347e+06  6.561297e+08  4.108945e+08   \n",
      "603939  5.254384e+09  0.000000e+00  2.996742e+07  5.284351e+09  3.236003e+09   \n",
      "603955  2.589225e+08  0.000000e+00  4.757043e+07  3.064929e+08  4.316407e+08   \n",
      "603958  1.134804e+09  4.384768e+06  3.259584e+07  1.171785e+09  4.831151e+08   \n",
      "603959  5.317779e+08  0.000000e+00  2.683241e+07  5.586102e+08  2.168612e+08   \n",
      "603960  3.912823e+08  2.921984e+06  2.494653e+07  4.191508e+08  2.359159e+08   \n",
      "603963  3.229760e+08  0.000000e+00  1.252171e+07  3.354977e+08  3.057875e+07   \n",
      "603966  7.358151e+08  5.584812e+06  1.046294e+07  7.518629e+08  5.488566e+08   \n",
      "603968  9.907576e+08  8.139293e+06  8.179443e+06  1.007076e+09  6.842651e+08   \n",
      "603969  1.489281e+09  2.492814e+07  1.415499e+08  1.655759e+09  1.144669e+09   \n",
      "603970  2.745045e+09  3.771868e+06  1.001748e+08  2.848992e+09  2.835447e+09   \n",
      "603976  3.300685e+08  0.000000e+00  7.401560e+06  3.374701e+08  1.419081e+08   \n",
      "603977  4.620492e+08  5.334616e+06  3.743014e+07  5.048140e+08  2.758394e+08   \n",
      "603978  6.649556e+08  0.000000e+00  2.183486e+07  6.867905e+08  4.116467e+08   \n",
      "603979  1.639114e+09  1.135442e+07  5.355302e+07  1.704022e+09  1.234072e+09   \n",
      "603980  8.500290e+08  2.767692e+06  4.040097e+07  8.931976e+08  2.722884e+08   \n",
      "603985  4.866798e+08  3.569314e+07  8.766296e+07  6.100360e+08  3.980606e+08   \n",
      "603986  1.712200e+09  1.720024e+08  4.336429e+07  1.927567e+09  1.332866e+09   \n",
      "603987  1.007976e+09  2.950465e+07  1.155232e+08  1.153004e+09  4.623752e+08   \n",
      "603988  2.087079e+08  0.000000e+00  1.650772e+07  2.252156e+08  1.508739e+08   \n",
      "603989  1.695947e+09  2.048995e+07  9.881721e+06  1.726319e+09  1.091597e+09   \n",
      "603990  1.854721e+08  2.302260e+07  1.227331e+07  2.207680e+08  5.123964e+07   \n",
      "603991  2.772465e+08  0.000000e+00  1.725542e+06  2.789720e+08  2.945993e+08   \n",
      "603993  2.208833e+10  5.000000e+04  1.106818e+09  2.319520e+10  9.025018e+09   \n",
      "603996  5.404988e+09  1.413610e+08  9.885033e+07  5.645200e+09  5.154447e+09   \n",
      "603997  1.623101e+09  0.000000e+00  2.706258e+07  1.650164e+09  8.740741e+08   \n",
      "603998  7.729532e+08  8.124700e+02  3.682394e+07  8.097780e+08  1.375146e+08   \n",
      "603999  3.550001e+08  2.696257e+05  2.856414e+07  3.838339e+08  2.768222e+08   \n",
      "\n",
      "              col103        col104        col105        col106        col107  \\\n",
      "code                                                                           \n",
      "000001  1.293100e+10  2.001100e+10  3.494080e+11  3.925420e+11 -1.131000e+10   \n",
      "000002  1.130097e+10  4.658070e+10  5.965869e+10  3.231778e+11 -2.573117e+10   \n",
      "000004  1.410399e+07  3.948268e+07  2.045674e+08  2.895013e+08 -2.431568e+06   \n",
      "000005  4.481871e+07  1.934422e+07  2.349189e+08  5.258949e+08 -3.354202e+07   \n",
      "000006  1.162520e+08  2.420064e+08  7.415663e+08  1.858465e+09  6.825854e+08   \n",
      "000007  1.433384e+07  4.360648e+06  1.253185e+07  3.552478e+07 -6.153696e+06   \n",
      "000008  4.050887e+08  3.198934e+08  7.616812e+08  2.476860e+09 -8.929003e+08   \n",
      "000009  9.678701e+08  6.766358e+08  1.331900e+09  6.662497e+09  2.056285e+09   \n",
      "000010  5.217014e+07  4.612977e+07  2.007713e+08  7.156906e+08 -7.066400e+07   \n",
      "000011  2.575046e+08  6.357188e+08  6.043865e+07  1.300075e+09  4.998103e+07   \n",
      "000012  1.020863e+09  6.059750e+08  4.833613e+08  7.659704e+09  1.410826e+09   \n",
      "000014  2.825248e+07  5.090835e+07  3.110512e+08  5.249956e+08  8.669890e+07   \n",
      "000016  1.235222e+09  1.593044e+09  3.601969e+09  3.054793e+10 -2.896984e+09   \n",
      "000017  4.950665e+06  2.100451e+06  6.895677e+06  3.114392e+07  1.222090e+05   \n",
      "000018  1.795183e+08  7.715086e+07  2.680401e+09  5.455914e+09  1.287313e+09   \n",
      "000019  5.856463e+07  1.797646e+07  3.366808e+07  2.643589e+08  7.581697e+06   \n",
      "000020  4.995798e+07  1.737116e+07  5.320091e+07  3.824766e+08 -5.403642e+07   \n",
      "000021  1.486073e+09  2.673122e+08  1.877323e+08  1.060645e+10  6.291841e+08   \n",
      "000023  7.952623e+07  6.631503e+07  5.931210e+07  9.242634e+08  4.079690e+07   \n",
      "000025  3.859511e+07  1.458852e+07  5.336024e+07  3.395492e+08 -2.597968e+07   \n",
      "000026  4.440771e+08  2.355783e+08  3.311381e+08  2.551485e+09  2.905885e+08   \n",
      "000027  1.024254e+09  1.235197e+09  1.247782e+09  1.185352e+10  4.442928e+09   \n",
      "000028  1.392220e+09  8.188643e+08  1.247907e+09  3.351726e+10  5.639913e+08   \n",
      "000029  9.781330e+07  2.412073e+08  1.026252e+08  9.996571e+08  6.647984e+08   \n",
      "000030  7.794808e+08  2.453006e+08  2.620047e+08  4.871931e+09  1.554027e+08   \n",
      "000031  6.120415e+08  2.464319e+09  1.340472e+10  2.689399e+10 -3.138056e+09   \n",
      "000032  1.015608e+08  7.251258e+07  1.148011e+08  1.272885e+09  6.004504e+07   \n",
      "000034  7.299950e+08  6.196230e+08  9.464787e+08  6.055706e+10  6.308612e+08   \n",
      "000035  2.691820e+08  2.043954e+08  5.746750e+08  1.312035e+09  3.126350e+08   \n",
      "000036  9.252542e+07  8.123252e+08  2.842668e+08  1.652070e+09  2.104257e+09   \n",
      "...              ...           ...           ...           ...           ...   \n",
      "603936  2.142601e+08  7.477278e+07  1.191819e+08  1.197475e+09  1.012472e+08   \n",
      "603937  3.122694e+07  4.330290e+07  1.512735e+08  6.697263e+08  1.059769e+08   \n",
      "603938  4.980322e+07  7.273246e+07  1.571771e+07  5.491478e+08  1.069818e+08   \n",
      "603939  7.447394e+08  4.210676e+08  5.605347e+08  4.962345e+09  3.220064e+08   \n",
      "603955  6.042683e+07  3.370372e+07  5.074849e+07  5.765197e+08 -2.700268e+08   \n",
      "603958  3.376901e+08  1.156691e+08  1.925396e+08  1.129014e+09  4.277066e+07   \n",
      "603959  9.143979e+07  4.848428e+07  4.019059e+07  3.969759e+08  1.616344e+08   \n",
      "603960  7.304309e+07  4.639143e+07  3.060132e+07  3.859517e+08  3.319908e+07   \n",
      "603963  2.286150e+07  5.332892e+07  1.574408e+08  2.642100e+08  7.128774e+07   \n",
      "603966  6.604832e+07  3.819062e+07  4.136412e+07  6.944597e+08  5.740319e+07   \n",
      "603968  8.665097e+07  5.086142e+07  5.402203e+07  8.757995e+08  1.312768e+08   \n",
      "603969  7.277126e+07  6.105228e+07  2.039421e+08  1.482434e+09  1.733250e+08   \n",
      "603970  8.356602e+07  3.202004e+07  1.538504e+08  3.104883e+09 -2.558912e+08   \n",
      "603976  8.171185e+07  4.585016e+07  1.709027e+07  2.865604e+08  5.090975e+07   \n",
      "603977  1.203072e+08  3.815682e+07  7.969657e+07  5.140000e+08 -9.185984e+06   \n",
      "603978  3.425370e+07  4.006262e+07  5.130851e+07  5.372715e+08  1.495190e+08   \n",
      "603979  4.230705e+08  1.618948e+08  4.265881e+07  1.861696e+09 -1.576743e+08   \n",
      "603980  1.546567e+08  1.451812e+08  6.442147e+07  6.365477e+08  2.566500e+08   \n",
      "603985  5.816872e+07  2.322789e+07  1.275879e+08  6.070451e+08  2.990840e+06   \n",
      "603986  1.518001e+08  4.927029e+07  9.233905e+07  1.626276e+09  3.012909e+08   \n",
      "603987  2.715619e+08  7.340866e+07  1.796066e+08  9.869523e+08  1.660519e+08   \n",
      "603988  4.439737e+07  1.248660e+07  1.963069e+07  2.273886e+08 -2.173016e+06   \n",
      "603989  2.399201e+08  5.258620e+07  1.302348e+08  1.514338e+09  2.119806e+08   \n",
      "603990  9.152069e+07  3.244622e+07  4.639519e+07  2.216017e+08 -8.336884e+05   \n",
      "603991  3.100867e+07  1.861278e+07  1.861918e+07  3.628399e+08 -8.386793e+07   \n",
      "603993  1.623064e+09  3.904507e+09  4.471970e+08  1.499979e+10  8.195409e+09   \n",
      "603996  1.985864e+08  4.794406e+07  4.499753e+08  5.850953e+09 -2.057536e+08   \n",
      "603997  2.445583e+08  1.314282e+08  1.067987e+08  1.356859e+09  2.933046e+08   \n",
      "603998  7.115651e+07  1.080172e+08  3.550694e+08  6.717577e+08  1.380203e+08   \n",
      "603999  7.476629e+07  1.171475e+07  4.298417e+07  4.062874e+08 -2.245356e+07   \n",
      "\n",
      "              col108        col109        col110        col111        col112  \\\n",
      "code                                                                           \n",
      "000001  3.489140e+11  2.108100e+10  1.080000e+08  0.000000e+00  0.000000e+00   \n",
      "000002  1.029460e+09  2.493744e+09  4.773775e+07  1.102918e+08  5.567004e+09   \n",
      "000004  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000005  7.480000e+07  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000006  1.415700e+08  1.545445e+06  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000007  0.000000e+00  1.179157e+06  0.000000e+00  7.564931e+07  3.493405e+07   \n",
      "000008  3.211452e+09  3.677341e+07  2.190210e+06  0.000000e+00  4.249715e+05   \n",
      "000009  4.620474e+09  5.871415e+06  2.344892e+06  6.967599e+08  0.000000e+00   \n",
      "000010  6.000000e+06  2.520357e+07  4.857100e+05  1.500000e+07  3.573220e+07   \n",
      "000011  0.000000e+00  0.000000e+00  8.693508e+04  7.990169e+07  0.000000e+00   \n",
      "000012  0.000000e+00  0.000000e+00  3.689092e+06  0.000000e+00  2.468368e+07   \n",
      "000014  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000016  4.553116e+07  1.009829e+08  1.851025e+06  1.412947e+08  1.392285e+09   \n",
      "000017  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000018  0.000000e+00  0.000000e+00  4.328656e+05  1.062398e+06  0.000000e+00   \n",
      "000019  3.000000e+07  7.875000e+05  8.600000e+03  0.000000e+00  0.000000e+00   \n",
      "000020  1.190000e+08  2.930053e+05  9.670020e+05  0.000000e+00  0.000000e+00   \n",
      "000021  2.322611e+07  4.526360e+07  1.247291e+07  0.000000e+00  1.011882e+07   \n",
      "000023  5.500000e+07  1.498151e+05  7.167500e+05  0.000000e+00  0.000000e+00   \n",
      "000025  7.397500e+08  6.353392e+07  0.000000e+00  1.504125e+06  4.600100e+07   \n",
      "000026  0.000000e+00  0.000000e+00  2.871231e+04  0.000000e+00  0.000000e+00   \n",
      "000027  0.000000e+00  2.973267e+08  9.029354e+06  0.000000e+00  8.138282e+07   \n",
      "000028  0.000000e+00  1.309633e+08  5.751674e+06  0.000000e+00  1.012616e+08   \n",
      "000029  0.000000e+00  8.271000e+05  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000030  0.000000e+00  3.439156e+08  1.241903e+06  0.000000e+00  8.520462e+07   \n",
      "000031  0.000000e+00  1.081743e+08  2.995451e+05  0.000000e+00  6.626079e+09   \n",
      "000032  2.752498e+08  5.178771e+06  3.553225e+04  0.000000e+00  1.510000e+08   \n",
      "000034  1.116321e+08  1.411890e+07  2.282974e+06  0.000000e+00  0.000000e+00   \n",
      "000035  0.000000e+00  0.000000e+00  5.450000e+05  0.000000e+00  0.000000e+00   \n",
      "000036  1.054106e+09  1.922404e+07  2.000000e+02  4.105400e+08  0.000000e+00   \n",
      "...              ...           ...           ...           ...           ...   \n",
      "603936  2.330000e+07  2.292683e+05  3.652614e+06  0.000000e+00  2.190150e+07   \n",
      "603937  0.000000e+00  6.913511e+06  8.735000e+04  0.000000e+00  7.199790e+08   \n",
      "603938  7.800000e+08  1.281744e+07  8.700000e+04  0.000000e+00  0.000000e+00   \n",
      "603939  4.429550e+07  3.162487e+07  3.054973e+04  6.358280e+07  3.812219e+09   \n",
      "603955  1.544000e+09  3.256840e+06  1.052943e+05  0.000000e+00  0.000000e+00   \n",
      "603958  0.000000e+00  1.075759e+07  0.000000e+00  1.899245e+06  0.000000e+00   \n",
      "603959  0.000000e+00  1.000000e+05  1.000000e+03  0.000000e+00  1.000000e+06   \n",
      "603960  0.000000e+00  0.000000e+00  1.510000e+05  0.000000e+00  0.000000e+00   \n",
      "603963  8.820000e+06  5.924033e+04  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603966  7.988081e+08  1.382106e+06  2.200974e+04  0.000000e+00  0.000000e+00   \n",
      "603968  5.496026e+08 -2.441450e+06  3.633000e+04  0.000000e+00  0.000000e+00   \n",
      "603969  0.000000e+00  8.073538e+05  0.000000e+00  0.000000e+00  1.000000e+07   \n",
      "603970  1.712284e+09  3.554050e+06  1.109162e+07  0.000000e+00  0.000000e+00   \n",
      "603976  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  6.402682e+06   \n",
      "603977  7.363869e+08  6.370493e+06  1.000541e+07  0.000000e+00  0.000000e+00   \n",
      "603978  0.000000e+00  0.000000e+00  1.600000e+04  0.000000e+00  0.000000e+00   \n",
      "603979  0.000000e+00  1.536916e+06  1.208280e+07  0.000000e+00  0.000000e+00   \n",
      "603980  1.626423e+07  3.734290e+07  6.720675e+04  0.000000e+00  4.096636e+09   \n",
      "603985  1.950000e+08  2.059074e+06  1.266060e+05  0.000000e+00  0.000000e+00   \n",
      "603986  4.563965e+08  5.491599e+06  3.342740e+04  0.000000e+00  0.000000e+00   \n",
      "603987  0.000000e+00 -3.094638e+05  4.228848e+05  3.387088e+06  4.516104e+06   \n",
      "603988  5.640000e+08  4.761212e+06  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603989  0.000000e+00  7.243666e+06  6.692758e+06  0.000000e+00  1.201011e+09   \n",
      "603990  1.800000e+08  1.557221e+06  6.080000e+05  0.000000e+00  0.000000e+00   \n",
      "603991  0.000000e+00  0.000000e+00  4.750000e+04  0.000000e+00  0.000000e+00   \n",
      "603993  1.897119e+10  2.288740e+08  4.610000e+05  0.000000e+00  8.226800e+07   \n",
      "603996  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603997  2.000000e+05  0.000000e+00  1.618717e+07  0.000000e+00  1.505514e+06   \n",
      "603998  0.000000e+00  0.000000e+00  1.043800e+05  0.000000e+00  9.547565e+06   \n",
      "603999  7.000000e+08  7.621401e+06  1.840000e+03  4.320000e+05  0.000000e+00   \n",
      "\n",
      "              col113        col114        col115        col116        col117  \\\n",
      "code                                                                           \n",
      "000001  3.701030e+11  1.518000e+09  2.946260e+11  0.000000e+00  0.000000e+00   \n",
      "000002  9.248238e+09  8.385685e+09  5.734263e+10  8.863768e+09  5.791945e+09   \n",
      "000004  0.000000e+00  1.496699e+06  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000005  7.480000e+07  9.040251e+05  2.531232e+07  0.000000e+00  0.000000e+00   \n",
      "000006  1.431154e+08  4.632627e+05  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000007  1.117625e+08  8.664138e+05  1.061194e+08  0.000000e+00  0.000000e+00   \n",
      "000008  3.250841e+09  4.508614e+07  2.438660e+09  3.105175e+07  1.821197e+07   \n",
      "000009  5.325450e+09  9.502538e+08  4.998779e+09  6.676864e+06  0.000000e+00   \n",
      "000010  8.242147e+07  6.071911e+05  0.000000e+00  3.436864e+08  0.000000e+00   \n",
      "000011  7.998862e+07  3.820791e+06  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000012  2.837277e+07  4.624020e+08  0.000000e+00  0.000000e+00  9.364134e+07   \n",
      "000014  0.000000e+00  2.397043e+05  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000016  1.681945e+09  2.670223e+08  4.505461e+08  9.275325e+08  7.748800e+08   \n",
      "000017  0.000000e+00  1.729382e+04  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000018  1.495264e+06  1.217938e+07  3.764297e+08 -3.562211e+07  0.000000e+00   \n",
      "000019  3.079610e+07  2.932860e+06  9.000000e+07  0.000000e+00  0.000000e+00   \n",
      "000020  1.202600e+08  1.063327e+07  1.190000e+08  0.000000e+00  0.000000e+00   \n",
      "000021  9.108144e+07  5.326526e+08  3.000000e+06  0.000000e+00  0.000000e+00   \n",
      "000023  5.586656e+07  2.879115e+07  7.500000e+07  0.000000e+00  0.000000e+00   \n",
      "000025  8.507891e+08  2.260747e+07  8.230200e+08  0.000000e+00  5.733400e+06   \n",
      "000026  2.871231e+04  8.899394e+07  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000027  3.877389e+08  4.836425e+09  5.836349e+08  8.607565e+07  3.651573e+08   \n",
      "000028  2.379766e+08  1.503532e+08  9.000000e+07  0.000000e+00  7.992148e+07   \n",
      "000029  8.271000e+05  2.905655e+05  0.000000e+00  0.000000e+00  6.000000e+08   \n",
      "000030  4.303621e+08  4.199584e+08  2.549750e+07  0.000000e+00  0.000000e+00   \n",
      "000031  6.734553e+09  2.519869e+07  1.914456e+09  0.000000e+00  6.225915e+09   \n",
      "000032  4.314641e+08  2.304802e+06  3.066179e+08  0.000000e+00  2.034548e+08   \n",
      "000034  1.280340e+08  1.410659e+09  1.897815e+08  0.000000e+00  0.000000e+00   \n",
      "000035  5.450000e+05  5.188771e+08  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000036  1.483870e+09  2.164960e+06  1.517402e+09  0.000000e+00  0.000000e+00   \n",
      "...              ...           ...           ...           ...           ...   \n",
      "603936  4.908338e+07  1.031643e+08  4.637736e+06  0.000000e+00  0.000000e+00   \n",
      "603937  7.269798e+08  7.090751e+07  0.000000e+00  0.000000e+00  6.900000e+08   \n",
      "603938  7.929044e+08  3.157838e+07  7.800000e+08  0.000000e+00  0.000000e+00   \n",
      "603939  3.951752e+09  1.689475e+08  3.035000e+07  1.064945e+09  3.007122e+09   \n",
      "603955  1.547362e+09  4.544580e+06  1.995131e+09  0.000000e+00  0.000000e+00   \n",
      "603958  1.265684e+07  2.758866e+07  3.002000e+07  0.000000e+00  0.000000e+00   \n",
      "603959  1.101000e+06  6.881700e+07  1.033250e+07  5.220000e+07  2.100000e+07   \n",
      "603960  1.510000e+05  5.250035e+07  0.000000e+00  8.974203e+07  0.000000e+00   \n",
      "603963  8.879240e+06  2.280936e+06  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603966  8.002123e+08  5.306116e+07  7.404451e+08  0.000000e+00  0.000000e+00   \n",
      "603968  5.471975e+08  1.443276e+07  6.070000e+08  0.000000e+00  0.000000e+00   \n",
      "603969  1.080735e+07  1.538870e+08  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603970  1.726929e+09  8.286178e+06  1.625569e+09  0.000000e+00  0.000000e+00   \n",
      "603976  6.402682e+06  5.724938e+07  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603977  7.527629e+08  8.152929e+07  8.183200e+08  8.774581e+05  0.000000e+00   \n",
      "603978  1.600000e+04  1.445095e+08  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603979  1.361971e+07  3.634451e+08  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603980  4.150310e+09  1.752086e+07  3.426500e+07  2.900000e+08  4.118320e+09   \n",
      "603985  1.971857e+08  7.677654e+07  2.800000e+08  0.000000e+00  0.000000e+00   \n",
      "603986  4.619216e+08  2.308080e+08  4.500284e+08  0.000000e+00  8.271780e+04   \n",
      "603987  8.016614e+06  1.017033e+08  4.500000e+06  0.000000e+00  0.000000e+00   \n",
      "603988  5.687612e+08  1.323542e+07  6.440000e+08  0.000000e+00  0.000000e+00   \n",
      "603989  1.214948e+09  1.515315e+08  4.000000e+06  0.000000e+00  2.106961e+09   \n",
      "603990  1.821652e+08  1.570629e+07  1.300000e+08  0.000000e+00  1.500000e+07   \n",
      "603991  4.750000e+04  4.577266e+07  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603993  1.928279e+10  1.354149e+09  1.951751e+10  2.676740e+08  1.156091e+09   \n",
      "603996  0.000000e+00  7.442372e+07  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603997  1.789269e+07  1.360977e+08  9.000000e+06  0.000000e+00  0.000000e+00   \n",
      "603998  9.651945e+06  5.394388e+07  7.410146e+07  0.000000e+00  2.000000e+07   \n",
      "603999  7.080552e+08  1.348638e+07  8.000000e+08  0.000000e+00  0.000000e+00   \n",
      "\n",
      "              col118        col119        col120        col121        col122  \\\n",
      "code                                                                           \n",
      "000001  2.961440e+11  7.395900e+10  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000002  8.038402e+10 -7.113579e+10  1.702648e+10  7.582984e+10  5.732923e+09   \n",
      "000004  1.496699e+06 -1.496699e+06  2.100000e+07  0.000000e+00  0.000000e+00   \n",
      "000005  2.621635e+07  4.858366e+07  0.000000e+00  5.161724e+08  0.000000e+00   \n",
      "000006  4.632627e+05  1.426522e+08  0.000000e+00  1.804100e+09  0.000000e+00   \n",
      "000007  1.069858e+08  4.776722e+06  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000008  2.533010e+09  7.178307e+08  0.000000e+00  7.200094e+08  0.000000e+00   \n",
      "000009  5.955709e+09 -6.302597e+08  5.541500e+07  5.068873e+09  0.000000e+00   \n",
      "000010  3.442936e+08 -2.618721e+08  0.000000e+00  6.400000e+08  3.000000e+07   \n",
      "000011  3.820791e+06  7.616783e+07  0.000000e+00  1.000000e+06  0.000000e+00   \n",
      "000012  5.560434e+08 -5.276706e+08  9.826580e+06  3.871267e+09  4.633081e+07   \n",
      "000014  2.397043e+05 -2.397043e+05  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000016  2.419981e+09 -7.380360e+08  1.897906e+08  1.134050e+10  1.023077e+06   \n",
      "000017  1.729382e+04 -1.729382e+04  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000018  3.529870e+08 -3.514917e+08  4.900000e+05  1.255509e+09  0.000000e+00   \n",
      "000019  9.293286e+07 -6.213676e+07  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000020  1.296333e+08 -9.373264e+06  0.000000e+00  3.192185e+08  0.000000e+00   \n",
      "000021  5.356526e+08 -4.445712e+08  0.000000e+00  1.131038e+10  4.648001e+09   \n",
      "000023  1.037912e+08 -4.792458e+07  0.000000e+00  2.811077e+08  0.000000e+00   \n",
      "000025  8.513609e+08 -5.718299e+05  1.500000e+07  9.508200e+07  0.000000e+00   \n",
      "000026  8.899394e+07 -8.896522e+07  0.000000e+00  5.191761e+08  0.000000e+00   \n",
      "000027  5.871293e+09 -5.483554e+09  1.280000e+07  8.958903e+09  3.183564e+06   \n",
      "000028  3.202747e+08 -8.229804e+07  2.788851e+09  4.967020e+07  1.089493e+08   \n",
      "000029  6.002906e+08 -5.994635e+08  0.000000e+00  2.000000e+06  0.000000e+00   \n",
      "000030  4.454559e+08 -1.509379e+07  7.687500e+07  1.527790e+08  0.000000e+00   \n",
      "000031  8.165570e+09 -1.431017e+09  8.150000e+07  1.422545e+10  5.758578e+09   \n",
      "000032  5.123774e+08 -8.091335e+07  7.166063e+06  2.828000e+07  0.000000e+00   \n",
      "000034  1.600440e+09 -1.472406e+09  0.000000e+00  1.221484e+10  0.000000e+00   \n",
      "000035  5.188771e+08 -5.183321e+08  2.881752e+06  2.850100e+08  3.760561e+08   \n",
      "000036  1.519567e+09 -3.569692e+07  0.000000e+00  9.500000e+08  0.000000e+00   \n",
      "...              ...           ...           ...           ...           ...   \n",
      "603936  1.078020e+08 -5.871862e+07  0.000000e+00  2.976000e+08  7.851298e+06   \n",
      "603937  7.609075e+08 -3.392765e+07  0.000000e+00  1.000000e+07  0.000000e+00   \n",
      "603938  8.115784e+08 -1.867394e+07  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603939  4.271365e+09 -3.196124e+08  1.500000e+07  3.145000e+08  0.000000e+00   \n",
      "603955  1.999676e+09 -4.523139e+08  5.550000e+07  5.850000e+08  0.000000e+00   \n",
      "603958  5.760866e+07 -4.495182e+07  1.808122e+07  0.000000e+00  0.000000e+00   \n",
      "603959  1.523495e+08 -1.512485e+08  0.000000e+00  5.594000e+08  0.000000e+00   \n",
      "603960  1.422424e+08 -1.420914e+08  5.215000e+07  2.500000e+07  0.000000e+00   \n",
      "603963  2.280936e+06  6.598305e+06  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603966  7.935063e+08  6.705952e+06  1.599586e+07  4.756667e+07  0.000000e+00   \n",
      "603968  6.214328e+08 -7.423528e+07  0.000000e+00  1.969232e+08  0.000000e+00   \n",
      "603969  1.538870e+08 -1.430797e+08  0.000000e+00  1.400000e+08  1.000000e+08   \n",
      "603970  1.633855e+09  9.307394e+07  8.350000e+06  7.750984e+08  0.000000e+00   \n",
      "603976  5.724938e+07 -5.084670e+07  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603977  9.007267e+08 -1.479639e+08  2.120000e+07  3.435000e+08  0.000000e+00   \n",
      "603978  1.445095e+08 -1.444935e+08  0.000000e+00  9.000000e+07  0.000000e+00   \n",
      "603979  3.634451e+08 -3.498253e+08  0.000000e+00  7.246900e+08  0.000000e+00   \n",
      "603980  4.460106e+09 -3.097964e+08  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603985  3.567765e+08 -1.595909e+08  0.000000e+00  5.754540e+07  0.000000e+00   \n",
      "603986  6.809190e+08 -2.189975e+08  4.816419e+07  1.020400e+08  0.000000e+00   \n",
      "603987  1.062033e+08 -9.818665e+07  0.000000e+00  3.980000e+06  0.000000e+00   \n",
      "603988  6.572354e+08 -8.847421e+07  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603989  2.262493e+09 -1.047545e+09  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603990  1.607063e+08  2.145893e+07  1.213250e+06  9.875302e+07  0.000000e+00   \n",
      "603991  4.577266e+07 -4.572516e+07  0.000000e+00  1.950000e+08  0.000000e+00   \n",
      "603993  2.229543e+10 -3.012633e+09  0.000000e+00  4.844236e+09  3.287892e+09   \n",
      "603996  7.442372e+07 -7.442372e+07  0.000000e+00  5.307313e+09  1.000000e+08   \n",
      "603997  1.450977e+08 -1.272050e+08  4.716431e+07  5.209950e+07  0.000000e+00   \n",
      "603998  1.480453e+08 -1.383934e+08 -1.861020e+07  1.800000e+08  0.000000e+00   \n",
      "603999  8.134864e+08 -1.054311e+08  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "\n",
      "              col123        col124        col125        col126        col127  \\\n",
      "code                                                                           \n",
      "000001  5.811790e+11  6.125400e+11  5.720000e+09  0.000000e+00  6.182600e+11   \n",
      "000002  1.272689e+11  4.011640e+10  2.388160e+10  8.074936e+09  7.207294e+10   \n",
      "000004  2.100000e+07  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000005  5.161724e+08  5.233379e+08  3.477237e+07  0.000000e+00  5.581102e+08   \n",
      "000006  1.804100e+09  2.681629e+09  3.999115e+08  0.000000e+00  3.081541e+09   \n",
      "000007  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000008  7.200094e+08  8.280735e+08  2.021987e+08  1.011622e+06  1.031284e+09   \n",
      "000009  5.124287e+09  5.485531e+09  6.128455e+08  6.097096e+07  6.159348e+09   \n",
      "000010  6.700000e+08  3.274566e+08  1.930918e+07  6.425097e+07  4.110167e+08   \n",
      "000011  1.000000e+06  0.000000e+00  1.787876e+08  0.000000e+00  1.787876e+08   \n",
      "000012  3.927424e+09  3.255750e+09  4.387028e+08  5.681143e+08  4.262567e+09   \n",
      "000014  0.000000e+00  1.875000e+07  8.471121e+06  0.000000e+00  2.722112e+07   \n",
      "000016  1.153131e+10  6.369248e+09  6.680960e+08  7.708755e+07  7.114431e+09   \n",
      "000017  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "000018  1.255999e+09  2.425799e+09  2.549703e+08  0.000000e+00  2.680770e+09   \n",
      "000019  0.000000e+00  2.000000e+07  2.107933e+05  0.000000e+00  2.021079e+07   \n",
      "000020  3.192185e+08  3.157124e+08  7.630077e+06  0.000000e+00  3.233425e+08   \n",
      "000021  1.595838e+10  1.358482e+10  2.427668e+08  2.081745e+09  1.590933e+10   \n",
      "000023  2.811077e+08  2.596666e+08  2.041849e+07  1.336894e+07  2.934540e+08   \n",
      "000025  1.100820e+08  7.866511e+07  1.251567e+07  0.000000e+00  9.118078e+07   \n",
      "000026  5.191761e+08  6.000002e+08  1.102779e+08  0.000000e+00  7.102781e+08   \n",
      "000027  2.346800e+10  2.012770e+10  1.505187e+09  2.746080e+08  2.190750e+10   \n",
      "000028  2.947471e+09  7.967020e+07  2.766281e+08  6.065810e+07  4.169564e+08   \n",
      "000029  2.000000e+06  1.357866e+08  2.340458e+06  0.000000e+00  1.381271e+08   \n",
      "000030  2.296540e+08  5.990000e+07  2.662436e+08  5.873552e+07  3.848791e+08   \n",
      "000031  2.275337e+10  1.131097e+10  1.799457e+09  4.148954e+09  1.725939e+10   \n",
      "000032  3.544606e+07  2.829000e+07  9.033067e+06  0.000000e+00  3.732307e+07   \n",
      "000034  1.221484e+10  1.074379e+10  5.272938e+08  9.108541e+06  1.128019e+10   \n",
      "000035  6.639478e+08  1.106704e+09  1.838474e+08  6.271020e+07  1.353262e+09   \n",
      "000036  9.500000e+08  1.300000e+06  5.872957e+08  0.000000e+00  5.885957e+08   \n",
      "...              ...           ...           ...           ...           ...   \n",
      "603936  3.054513e+08  2.723500e+08  2.630815e+07  2.387571e+07  3.225339e+08   \n",
      "603937  1.000000e+07  1.900000e+07  1.066500e+07  0.000000e+00  2.966499e+07   \n",
      "603938  0.000000e+00  0.000000e+00  3.003332e+07  0.000000e+00  3.003332e+07   \n",
      "603939  3.295000e+08  5.538418e+07  1.608036e+08  0.000000e+00  2.161878e+08   \n",
      "603955  6.405000e+08  8.000000e+07  4.160053e+07  0.000000e+00  1.216005e+08   \n",
      "603958  1.808122e+07  0.000000e+00  5.651360e+07  0.000000e+00  5.651360e+07   \n",
      "603959  5.594000e+08  5.045498e+08  2.824271e+07  0.000000e+00  5.327925e+08   \n",
      "603960  7.715000e+07  4.200000e+07  1.681718e+07  0.000000e+00  5.881718e+07   \n",
      "603963  0.000000e+00  5.000000e+07  1.061505e+07  0.000000e+00  6.061505e+07   \n",
      "603966  6.356253e+07  1.000000e+07  1.478686e+07  0.000000e+00  2.478686e+07   \n",
      "603968  1.969232e+08  1.180667e+08  8.327977e+07  0.000000e+00  2.013465e+08   \n",
      "603969  2.400000e+08  8.000000e+07  7.069042e+07  0.000000e+00  1.506904e+08   \n",
      "603970  7.834484e+08  6.319190e+08  6.359023e+07  3.086310e+04  6.955401e+08   \n",
      "603976  0.000000e+00  0.000000e+00  4.802520e+07  6.816959e+06  5.484216e+07   \n",
      "603977  3.647000e+08  1.380000e+08  3.372134e+07  0.000000e+00  1.717213e+08   \n",
      "603978  9.000000e+07  1.500000e+08  2.248534e+07  1.621698e+06  1.741070e+08   \n",
      "603979  7.246900e+08  4.260000e+08  8.504627e+07  3.856547e+07  5.496117e+08   \n",
      "603980  0.000000e+00  0.000000e+00  2.246320e+08  0.000000e+00  2.246320e+08   \n",
      "603985  5.754540e+07  2.757224e+07  2.857543e+07  0.000000e+00  5.614767e+07   \n",
      "603986  1.502042e+08  1.142554e+06  8.580049e+07  1.650738e+06  8.859378e+07   \n",
      "603987  3.980000e+06  0.000000e+00  8.354606e+07  0.000000e+00  8.354606e+07   \n",
      "603988  0.000000e+00  0.000000e+00  4.344000e+07  0.000000e+00  4.344000e+07   \n",
      "603989  6.785620e+08  0.000000e+00  2.440466e+08  5.000000e+05  2.445466e+08   \n",
      "603990  9.996627e+07  6.000000e+07  1.801255e+07  7.786795e+06  8.579935e+07   \n",
      "603991  1.950000e+08  9.017000e+07  1.472500e+07  0.000000e+00  1.048950e+08   \n",
      "603993  9.131628e+09  6.247063e+09  2.647239e+09  1.873642e+09  1.076794e+10   \n",
      "603996  5.407313e+09  5.229078e+09  6.475322e+07  1.404065e+07  5.307872e+09   \n",
      "603997  9.926381e+07  4.500000e+06  1.883500e+08  3.251782e+07  2.253678e+08   \n",
      "603998  1.613898e+08  5.803599e+07  5.285088e+06  1.810680e+06  6.513176e+07   \n",
      "603999  0.000000e+00  2.000000e+06  2.344560e+07  0.000000e+00  2.544560e+07   \n",
      "\n",
      "              col128        col129  col130        col131        col132  \\\n",
      "code                                                                     \n",
      "000001 -3.708100e+10  2.018000e+09     0.0  2.758600e+10  1.370240e+11   \n",
      "000002  5.519598e+10  4.613767e+08     0.0 -4.120961e+10  1.643260e+11   \n",
      "000004  2.100000e+07  0.000000e+00     0.0  1.707173e+07  1.058150e+08   \n",
      "000005 -4.193789e+07  0.000000e+00     0.0 -2.689625e+07  4.940570e+07   \n",
      "000006 -1.277441e+09  2.122226e+05     0.0 -4.519908e+08  2.941952e+09   \n",
      "000007  0.000000e+00  0.000000e+00     0.0 -1.376974e+06  8.843627e+06   \n",
      "000008 -3.112744e+08  1.454868e+06     0.0 -4.848892e+08  9.529662e+08   \n",
      "000009 -1.035060e+09  6.402882e+06     0.0  3.973688e+08  3.717561e+09   \n",
      "000010  2.589833e+08  0.000000e+00     0.0 -7.355285e+07  1.666961e+08   \n",
      "000011 -1.777876e+08  2.657365e+06     0.0 -4.898140e+07  2.464627e+09   \n",
      "000012 -3.351433e+08  2.487631e+06     0.0  5.504998e+08  2.459753e+09   \n",
      "000014 -2.722112e+07  6.234000e+01     0.0  5.923814e+07  1.230082e+08   \n",
      "000016  4.416881e+09  2.228245e+07     0.0  8.041430e+08  3.097900e+09   \n",
      "000017  0.000000e+00  0.000000e+00     0.0  1.049151e+05  1.917728e+07   \n",
      "000018 -1.424770e+09 -4.433209e+06     0.0 -4.933820e+08  6.472226e+08   \n",
      "000019 -2.021079e+07  4.454791e+05     0.0 -7.432038e+07  2.559616e+08   \n",
      "000020 -4.124010e+06 -1.175603e+05     0.0 -6.765126e+07  8.147498e+07   \n",
      "000021  4.905450e+07  8.126660e+07     0.0  3.149340e+08  1.611356e+09   \n",
      "000023 -1.234628e+07  0.000000e+00     0.0 -1.947396e+07  3.099702e+08   \n",
      "000025  1.890121e+07  7.053000e+01     0.0 -7.650224e+06  1.417932e+08   \n",
      "000026 -1.911019e+08  7.224718e+05     0.0  1.124380e+07  1.849479e+08   \n",
      "000027  1.560499e+09  2.006629e+07     0.0  5.399397e+08  7.316020e+09   \n",
      "000028  2.530514e+09 -3.145180e+05     0.0  3.011893e+09  3.673499e+09   \n",
      "000029 -1.361271e+08  3.665934e+05     0.0 -7.042550e+07  1.265767e+09   \n",
      "000030 -1.552251e+08 -1.462839e+05     0.0 -1.506253e+07  1.485440e+09   \n",
      "000031  5.493989e+09  5.231772e+05     0.0  9.254394e+08  1.010906e+10   \n",
      "000032 -1.877004e+06 -1.376481e+06     0.0 -2.412180e+07  3.544478e+08   \n",
      "000034  9.346493e+08  3.129860e+06     0.0  9.623440e+07  1.470745e+09   \n",
      "000035 -6.893141e+08  9.809099e+04     0.0 -8.949131e+08  1.262633e+09   \n",
      "000036  3.614043e+08  0.000000e+00     0.0  2.429964e+09  1.328603e+09   \n",
      "...              ...           ...     ...           ...           ...   \n",
      "603936 -1.708257e+07  1.226830e+06     0.0  2.667286e+07  1.131302e+08   \n",
      "603937 -1.966499e+07  5.066768e+06     0.0  5.745107e+07  1.217237e+08   \n",
      "603938 -3.003332e+07  3.408148e+06     0.0  6.168274e+07  4.721698e+07   \n",
      "603939  1.133122e+08  0.000000e+00     0.0  1.157061e+08  2.341598e+08   \n",
      "603955  5.188995e+08  0.000000e+00     0.0 -2.034413e+08  3.823410e+08   \n",
      "603958 -3.843238e+07  2.251837e+05     0.0 -4.038837e+07  8.469490e+07   \n",
      "603959  2.660752e+07  6.527390e+03     0.0  3.699994e+07  9.879054e+07   \n",
      "603960  1.833282e+07  2.299131e+04     0.0 -9.053649e+07  2.957707e+08   \n",
      "603963 -6.061505e+07  0.000000e+00     0.0  1.727099e+07  6.975355e+07   \n",
      "603966  3.877567e+07  1.148580e+06     0.0  1.040334e+08  1.569190e+08   \n",
      "603968 -4.423268e+06  1.133773e+07     0.0  6.395601e+07  3.608757e+08   \n",
      "603969  8.930958e+07  8.703892e+05     0.0  1.204253e+08  1.071758e+08   \n",
      "603970  8.790827e+07 -4.293934e+05     0.0 -7.533843e+07  2.691259e+08   \n",
      "603976 -5.484216e+07  0.000000e+00     0.0 -5.477911e+07  4.301545e+08   \n",
      "603977  1.929787e+08  0.000000e+00     0.0  3.582878e+07  1.050183e+08   \n",
      "603978 -8.410704e+07  1.833991e+04     0.0 -7.906327e+07  3.614444e+08   \n",
      "603979  1.750783e+08  5.497922e+06     0.0 -3.269235e+08  1.149767e+09   \n",
      "603980 -2.246320e+08  2.233614e+07     0.0 -2.554423e+08  9.226745e+08   \n",
      "603985  1.397730e+06  3.309400e+06     0.0 -1.518929e+08  2.582020e+08   \n",
      "603986  6.161041e+07  7.882496e+06     0.0  1.517863e+08  5.868881e+08   \n",
      "603987 -7.956606e+07  9.036753e+06     0.0 -2.664022e+06  2.811076e+08   \n",
      "603988 -4.344000e+07 -2.135441e+06     0.0 -1.362227e+08  1.952598e+08   \n",
      "603989  4.340154e+08  1.753126e+06     0.0 -3.997960e+08  5.769694e+08   \n",
      "603990  1.416692e+07  0.000000e+00     0.0  3.479217e+07  7.895987e+07   \n",
      "603991  9.010499e+07  0.000000e+00     0.0 -3.948809e+07  6.778089e+07   \n",
      "603993 -1.636316e+09  3.511380e+08     0.0  3.897598e+09  1.978142e+10   \n",
      "603996  9.944136e+07 -8.468447e+05     0.0 -1.815828e+08  2.395402e+08   \n",
      "603997 -1.261040e+08  2.987522e+07     0.0  6.987084e+07  4.109861e+08   \n",
      "603998  9.625804e+07  0.000000e+00     0.0  9.588494e+07  1.392420e+08   \n",
      "603999 -2.544560e+07  8.709014e+04     0.0 -1.532432e+08  6.327058e+08   \n",
      "\n",
      "              col133  col134  col135  col136  col137  col138  col139  col140  \\\n",
      "code                                                                           \n",
      "000001  1.646100e+11     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000002  1.231164e+11     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000004  1.228867e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000005  2.250945e+07     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000006  2.489961e+09     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000007  7.466652e+06     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000008  4.680770e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000009  4.114929e+09     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000010  9.314322e+07     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000011  2.415645e+09     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000012  3.010253e+09     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000014  1.822463e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000016  3.902043e+09     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000017  1.928219e+07     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000018  1.538406e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000019  1.816413e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000020  1.382372e+07     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000021  1.926290e+09     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000023  2.904963e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000025  1.341430e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000026  1.961917e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000027  7.855960e+09     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000028  6.685392e+09     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000029  1.195342e+09     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000030  1.470377e+09     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000031  1.103450e+10     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000032  3.303260e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000034  1.566979e+09     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000035  3.677202e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000036  3.758567e+09     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "...              ...     ...     ...     ...     ...     ...     ...     ...   \n",
      "603936  1.398031e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603937  1.791748e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603938  1.088997e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603939  3.498660e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603955  1.788997e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603958  4.430654e+07     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603959  1.357905e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603960  2.052342e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603963  8.702454e+07     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603966  2.609524e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603968  4.248318e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603969  2.276011e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603970  1.937875e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603976  3.753754e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603977  1.408470e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603978  2.823811e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603979  8.228436e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603980  6.672322e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603985  1.063091e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603986  7.386745e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603987  2.784436e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603988  5.903714e+07     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603989  1.771735e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603990  1.137520e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603991  2.829280e+07     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603993  2.367902e+10     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603996  5.795736e+07     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603997  4.808569e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603998  2.351270e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603999  4.794626e+08     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "\n",
      "        col141  col142  col143  col144  col145  col146  col147  col148  \\\n",
      "code                                                                     \n",
      "000001     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000002     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000004     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000005     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000006     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000007     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000008     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000009     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000010     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000011     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000012     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000014     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000016     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000017     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000018     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000019     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000020     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000021     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000023     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000025     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000026     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000027     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000028     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000029     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000030     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000031     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000032     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000034     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000035     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000036     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "...        ...     ...     ...     ...     ...     ...     ...     ...   \n",
      "603936     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
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      "603979     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603980     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
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      "603986     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
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      "603988     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603989     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603990     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603991     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603993     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603996     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603997     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603998     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603999     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "\n",
      "        col149  col150  col151  col152  col153  col154  col155  col156  \\\n",
      "code                                                                     \n",
      "000001     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000002     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000004     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000005     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000006     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000007     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000008     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000009     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000010     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000011     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000012     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000014     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000016     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000017     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000018     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000019     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000020     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000021     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000023     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000025     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000026     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000027     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000028     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000029     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000030     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000031     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000032     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000034     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000035     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "000036     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "...        ...     ...     ...     ...     ...     ...     ...     ...   \n",
      "603936     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
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      "603955     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
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      "603968     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
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      "603980     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
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      "603989     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603990     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603991     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603993     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603996     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603997     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603998     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "603999     0.0     0.0     0.0     0.0     0.0     0.0     0.0     0.0   \n",
      "\n",
      "        col157  col158  col159  col160      col161      col162     col163  \\\n",
      "code                                                                        \n",
      "000001     0.0     0.0   0.000   0.000    0.000000    0.000000   0.000000   \n",
      "000002     0.0     0.0   1.161   0.483   12.715000    7.840000  14.157000   \n",
      "000004     0.0     0.0   1.542   1.384   92.632004    7.530000   3.114000   \n",
      "000005     0.0     0.0   0.861   0.531    3.834000    1.360000   8.936000   \n",
      "000006     0.0     0.0   2.002   0.597   52.929001   11.030000  25.403000   \n",
      "000007     0.0     0.0   3.339   3.337   17.813999   12.690000   3.280000   \n",
      "000008     0.0     0.0   2.132   1.798   25.311001    5.370000  11.747000   \n",
      "000009     0.0     0.0   1.651   0.851   35.505001    2.170000  36.957001   \n",
      "000010     0.0     0.0   1.210   0.520    4.515000   -4.390000   0.767000   \n",
      "000011     0.0     0.0   2.058   1.335  125.197998   -3.920000   2.954000   \n",
      "000012     0.0     0.0   0.792   0.703   43.373001    3.100000  34.152000   \n",
      "000014     0.0     0.0   1.732   0.582   21.725000    3.460000   6.943000   \n",
      "000016     0.0     0.0   1.070   0.786   19.801001    5.270000   6.501000   \n",
      "000017     0.0     0.0   1.271   1.155   38.518002   -4.320000   0.000000   \n",
      "000018     0.0     0.0   1.111   1.019   14.952000    1.080000   7.030000   \n",
      "000019     0.0     0.0   7.495   5.152  279.264008   11.080000  16.075001   \n",
      "000020     0.0     0.0   1.130   0.955    4.157000    1.190000   0.022000   \n",
      "000021     0.0     0.0   1.126   0.872   58.821999   -8.700000   2.183000   \n",
      "000023     0.0     0.0   1.163   0.831   25.167999    1.910000   0.252000   \n",
      "000025     0.0     0.0   1.321   1.306   30.483999    9.370000  10.817000   \n",
      "000026     0.0     0.0   2.476   0.753   19.878000    8.750000   6.393000   \n",
      "000027     0.0     0.0   0.864   0.790   18.511999    1.700000  61.535000   \n",
      "000028     0.0     0.0   1.666   1.344   48.452000   16.980000   1.902000   \n",
      "000029     0.0     0.0   2.715   1.481   88.040001  -47.849998   1.415000   \n",
      "000030     0.0     0.0   1.592   1.395   42.326000  -44.779999  19.544001   \n",
      "000031     0.0     0.0   1.576   0.731   23.669001    3.850000  35.827999   \n",
      "000032     0.0     0.0   2.599   2.100  131.348999  -16.450001   3.686000   \n",
      "000034     0.0     0.0   0.951   0.579    9.726000    1.800000   4.523000   \n",
      "000035     0.0     0.0   0.473   0.434   10.022000    4.330000  29.216999   \n",
      "000036     0.0     0.0   2.099   1.104   85.867996 -477.600006  27.966000   \n",
      "...        ...     ...     ...     ...         ...         ...        ...   \n",
      "603936     0.0     0.0   0.952   0.714   16.773001    5.570000   5.670000   \n",
      "603937     0.0     0.0   3.743   3.256   61.768002  -16.000000   0.000000   \n",
      "603938     0.0     0.0   9.549   8.046  144.214005  -28.700001   5.130000   \n",
      "603939     0.0     0.0   1.412   0.980   29.180000   35.930000  12.767000   \n",
      "603955     0.0     0.0   1.848   1.381   22.943001    9.270000  39.273998   \n",
      "603958     0.0     0.0   3.809   1.787   15.135000  -17.330000   0.000000   \n",
      "603959     0.0     0.0   1.567   1.382   11.654000    5.070000  10.456000   \n",
      "603960     0.0     0.0   1.567   0.992   56.370998  -32.810001   2.914000   \n",
      "603963     0.0     0.0   3.027   2.549   60.922001   15.300000   1.112000   \n",
      "603966     0.0     0.0   2.392   1.718   77.147003   -6.150000   8.496000   \n",
      "603968     0.0     0.0   2.669   2.386   94.283997  -16.290001  17.775999   \n",
      "603969     0.0     0.0   2.303   1.823   37.264000 -158.320007   2.919000   \n",
      "603970     0.0     0.0   1.436   0.814   16.871000   20.510000   1.420000   \n",
      "603976     0.0     0.0   7.590   6.502  416.464996   -6.730000   5.815000   \n",
      "603977     0.0     0.0   1.440   1.243   31.323999    6.970000  18.931000   \n",
      "603978     0.0     0.0   2.582   2.266   91.872002   71.680000  12.703000   \n",
      "603979     0.0     0.0   2.745   2.281   51.506001    7.490000  22.429001   \n",
      "603980     0.0     0.0   5.084   4.111  101.820000  -19.500000   4.209000   \n",
      "603985     0.0     0.0   2.997   1.967   54.842999  -17.250000   2.140000   \n",
      "603986     0.0     0.0   2.979   1.710  128.828003  -12.830000  37.894001   \n",
      "603987     0.0     0.0   2.722   2.008  106.499001   -8.700000   4.525000   \n",
      "603988     0.0     0.0   3.109   2.269   38.441002 -269.559998   0.000000   \n",
      "603989     0.0     0.0   3.602   2.928   28.201000   49.380001  46.410999   \n",
      "603990     0.0     0.0   1.800   1.687   53.338001    4.530000   1.132000   \n",
      "603991     0.0     0.0   1.793   1.613   10.387000    4.450000   2.294000   \n",
      "603993     0.0     0.0   2.268   1.908  163.757996   11.350000  67.111000   \n",
      "603996     0.0     0.0   1.370   0.975    9.196000    1.810000   6.461000   \n",
      "603997     0.0     0.0   3.234   2.512  110.732002  -93.129997   1.163000   \n",
      "603998     0.0     0.0   1.470   1.115   46.050999  -27.340000  10.862000   \n",
      "603999     0.0     0.0   5.702   5.369  218.080994   -4.430000  25.754000   \n",
      "\n",
      "            col164  col165        col166  col167       col168      col169  \\\n",
      "code                                                                        \n",
      "000001    0.000000     0.0   1352.149048   14.25     7.550000   21.820000   \n",
      "000002   85.843002     0.0    902.943970    6.63    17.750000   11.830000   \n",
      "000004   96.886002     0.0    132.317001    1.69   144.449997  111.099998   \n",
      "000005   91.064003     0.0    142.580994    2.06    94.610001    5.430000   \n",
      "000006   74.597000     0.0    110.783997    2.07    93.080002   39.520000   \n",
      "000007   96.720001     0.0     11.832000    1.11   875.440002  171.289993   \n",
      "000008   88.252998     0.0     82.874001    1.38   265.000000   31.330000   \n",
      "000009   63.042999     0.0    534.755981    2.89    53.009998   41.720001   \n",
      "000010   99.233002     0.0    361.977997    3.38    41.939999    7.700000   \n",
      "000011   97.045998     0.0     69.263000    1.69   144.419998  123.019997   \n",
      "000012   65.848000     0.0    140.300003    2.13    88.120003  128.940002   \n",
      "000014   93.056999     0.0    138.518005    2.28    77.949997   21.750000   \n",
      "000016   93.499001     0.0    331.002014    3.33    42.869999   28.980000   \n",
      "000017  100.000000     0.0    327.437012    3.49    40.150002   45.869999   \n",
      "000018   92.970001     0.0    467.371002    5.00    25.020000   17.620001   \n",
      "000019   83.925003     0.0     10.547000    1.08  1202.069946  618.640015   \n",
      "000020   99.977997     0.0    103.539001    1.90   111.190002   65.290001   \n",
      "000021   97.817001     0.0    141.889999    2.27    78.849998   89.139999   \n",
      "000023   99.748001     0.0    400.056000    4.43    29.150000   33.340000   \n",
      "000025   89.182999     0.0     52.062000    1.47   212.529999  138.360001   \n",
      "000026   93.607002     0.0     42.532001    1.42   239.270004   61.849998   \n",
      "000027   38.465000     0.0    389.290009    3.32    43.150002   65.779999   \n",
      "000028   98.098000     0.0    148.785995    2.08    92.239998   51.320000   \n",
      "000029   98.584999     0.0     43.043999    1.45   222.929993   89.330002   \n",
      "000030   80.456001     0.0     75.671997    1.62   160.259995   81.389999   \n",
      "000031   64.171997     0.0   1066.894043    7.01    16.629999   15.840000   \n",
      "000032   96.314003     0.0     60.682999    1.44   225.479996  138.470001   \n",
      "000034   95.476997     0.0  12100.732422    6.73    17.459999   10.210000   \n",
      "000035   70.782997     0.0   1558.538940    2.61    62.180000   32.189999   \n",
      "000036   72.033997     0.0    133.182007    2.15    87.099998   76.099998   \n",
      "...            ...     ...           ...     ...          ...         ...   \n",
      "603936   94.330002     0.0    155.520996    1.77   130.580002   82.410004   \n",
      "603937  100.000000     0.0     30.506001    1.30   333.609985   91.360001   \n",
      "603938   94.870003     0.0      8.024000    1.08  1301.050049  501.329987   \n",
      "603939   87.233002     0.0    263.213989    1.81   123.720001   38.820000   \n",
      "603955   60.726002     0.0    140.061005    2.23    81.449997   15.080000   \n",
      "603958  100.000000     0.0     28.917999    1.27   368.160004   54.090000   \n",
      "603959   89.543999     0.0    215.606003    2.56    64.239998   13.170000   \n",
      "603960   97.085999     0.0    143.925995    1.68   147.110001   92.720001   \n",
      "603963   98.888000     0.0     36.122002    1.31   317.640015  127.260002   \n",
      "603966   91.503998     0.0     60.266998    1.56   179.009995  110.970001   \n",
      "603968   82.223999     0.0     42.180000    1.39   255.139999  179.460007   \n",
      "603969   97.081001     0.0     54.335999    1.51   196.070007   67.040001   \n",
      "603970   98.580002     0.0    249.391998    2.90    52.669998   18.799999   \n",
      "603976   94.184998     0.0     10.510000    1.10   996.830017  687.320007   \n",
      "603977   81.069000     0.0     69.875000    1.51   197.990005  146.380005   \n",
      "603978   87.296997     0.0     30.118000    1.27   371.839996  219.919998   \n",
      "603979   77.570999     0.0     54.091999    1.53   188.330002   94.739998   \n",
      "603980   95.791000     0.0     17.256001    1.17   597.580017  254.020004   \n",
      "603985   97.860001     0.0     31.059999    1.29   339.260010  152.080002   \n",
      "603986   62.105999     0.0     48.759998    1.48   206.979996  105.360001   \n",
      "603987   95.474998     0.0     26.903000    1.24   424.959991  312.459991   \n",
      "603988  100.000000     0.0     37.266998    1.36   281.149994   58.630001   \n",
      "603989   53.589001     0.0     59.852001    1.58   172.610001   80.489998   \n",
      "603990   98.867996     0.0     51.160000    1.50   199.449997  150.350006   \n",
      "603991   97.706001     0.0     61.761002    1.59   170.770004   88.500000   \n",
      "603993   32.889000     0.0    294.196014    2.09    91.510002   97.570000   \n",
      "603996   93.539001     0.0    220.669006    3.13    46.880001   23.980000   \n",
      "603997   98.836998     0.0     30.806000    1.28   354.690002  198.970001   \n",
      "603998   89.138000     0.0     74.459999    1.53   190.270004  108.739998   \n",
      "603999   74.246002     0.0     17.740000    1.17   590.770020  238.720001   \n",
      "\n",
      "            col170      col171       col172     col173  col174  col175  \\\n",
      "code                                                                     \n",
      "000001    0.000000    0.000000     0.000000   0.000000   0.000   0.000   \n",
      "000002   -2.120000    2.980000   111.182999   0.176000   1.040   0.136   \n",
      "000004   -1.780000   -5.790000    11.230000   2.511000   3.483   0.849   \n",
      "000005   -2.250000    3.200000     2.265000   0.576000   0.000   0.132   \n",
      "000006   10.570000   10.900000   174.862000   0.142000   0.352   0.125   \n",
      "000007  -14.110000  -32.770000  2231.120117  85.612999   0.269   0.074   \n",
      "000008  -32.959999    7.960000     0.497000   0.886000   0.448   0.125   \n",
      "000009   10.920000    3.710000     2.943000   0.464000   0.896   0.238   \n",
      "000010   -2.620000   -5.660000     0.315000   0.092000   0.241   0.054   \n",
      "000011    2.500000    7.540000    17.847000   0.559000   0.579   0.233   \n",
      "000012   13.370000    8.040000    11.350000   9.528000   0.000   0.414   \n",
      "000014    8.450000    0.800000   307.819000   0.124000   0.263   0.111   \n",
      "000016  -13.160000    2.500000     7.247000   5.333000  11.241   1.082   \n",
      "000017    0.240000    2.610000     3.958000  21.115000   8.068   1.409   \n",
      "000018   14.640000    4.910000     0.413000   3.019000   1.574   0.199   \n",
      "000019    9.780000  -41.410000     3.014000   1.028000   0.506   0.208   \n",
      "000020  -18.709999    2.150000     3.411000   7.959000  12.808   0.790   \n",
      "000021    7.930000    6.550000    15.512000   6.692000  14.081   0.819   \n",
      "000023    2.480000    1.980000     1.322000   1.722000   3.692   0.488   \n",
      "000025   -5.270000    8.860000     4.581000  23.305000   2.317   0.197   \n",
      "000026   27.250000   22.389999     6.681000   0.837000   1.784   0.713   \n",
      "000027    7.840000    3.940000     2.574000   6.387000   0.000   0.156   \n",
      "000028    3.840000    9.050000     3.522000   6.678000   4.025   1.256   \n",
      "000029   48.270000   35.750000    10.954000   0.411000   0.738   0.379   \n",
      "000030    3.600000   15.710000     3.639000   7.309000   2.684   0.527   \n",
      "000031   -4.090000    3.410000    38.861000   0.120000   0.349   0.095   \n",
      "000032    9.120000   15.280000     5.317000   2.987000   1.063   0.538   \n",
      "000034    2.990000    4.530000     7.504000   7.153000   0.000   2.174   \n",
      "000035    6.030000    5.790000     3.443000   6.405000   0.000   0.165   \n",
      "000036   34.470001   17.520000    94.049004   0.158000   0.639   0.269   \n",
      "...            ...         ...          ...        ...     ...     ...   \n",
      "603936    6.260000    6.250000     3.470000   3.487000   0.000   0.469   \n",
      "603937   27.379999   27.590000     4.471000   4.558000   0.920   0.620   \n",
      "603938  134.410004  139.690002    16.864000   5.820000   1.301   0.766   \n",
      "603939   10.970000   15.060000    10.843000   2.969000   3.270   0.822   \n",
      "603955  -17.680000    5.360000     1.453000   1.007000   0.775   0.222   \n",
      "603958   14.370000    2.820000     8.712000   0.772000   1.125   0.697   \n",
      "603959    9.930000    8.090000     0.647000   1.290000   0.695   0.226   \n",
      "603960    8.850000   15.650000     4.767000   1.637000   1.382   0.460   \n",
      "603963   49.349998    4.670000     9.993000   0.660000   1.062   0.505   \n",
      "603966   11.690000    9.860000     2.001000   1.514000   0.835   0.409   \n",
      "603968   23.959999   29.870001     7.707000   9.805000   2.136   0.798   \n",
      "603969   20.299999   12.750000     1.770000   4.106000   1.460   0.699   \n",
      "603970  -14.490000    7.840000     9.860000   2.250000   4.065   1.075   \n",
      "603976   52.250000   69.900002     4.427000   3.116000   0.745   0.427   \n",
      "603977   -1.660000   13.720000    17.827000   4.296000   2.703   0.327   \n",
      "603978   40.619999   26.209999     3.229000   6.668000   1.242   0.468   \n",
      "603979   -7.350000   14.520000     1.018000   2.708000   0.786   0.376   \n",
      "603980   36.419998   96.129997     5.542000   1.983000   0.790   0.449   \n",
      "603985    0.950000   32.470001     3.460000   2.049000   1.308   0.600   \n",
      "603986   32.630001   40.509998    14.191000   1.564000   1.711   0.636   \n",
      "603987   50.240002   44.980000     4.817000   3.162000   1.983   0.641   \n",
      "603988   -0.920000   19.320000     2.535000   1.252000   0.641   0.357   \n",
      "603989   18.080000   23.330000     2.762000   3.058000   1.185   0.581   \n",
      "603990   -0.380000    6.960000     0.799000   2.203000   0.859   0.251   \n",
      "603991  -30.080000   11.840000     1.737000   7.588000   1.788   0.565   \n",
      "603993   15.010000   11.980000    10.547000   1.973000   0.831   0.198   \n",
      "603996   -6.140000    6.960000     2.889000   4.266000   5.456   1.193   \n",
      "603997   55.990002   56.189999     3.060000   2.811000   1.369   0.684   \n",
      "603998   23.969999   13.020000     8.445000   1.167000   3.378   0.524   \n",
      "603999   -7.580000    8.700000     3.502000   4.228000   0.474   0.242   \n",
      "\n",
      "            col176  col177  col178  col179  col180  col181  col182  \\\n",
      "code                                                                 \n",
      "000001    0.000000     0.0     0.0   0.000     0.0     0.0   0.000   \n",
      "000002   19.275000     2.0  1535.0   0.158  1710.0  1992.0   1.291   \n",
      "000004    8.476000    24.0   108.0   1.464   184.0   318.0   1.998   \n",
      "000005   12.382000   119.0   468.0   0.325   830.0  2051.0   0.289   \n",
      "000006  569.075989     2.0  1908.0   0.158  1713.0  2169.0   0.280   \n",
      "000007    0.471000     0.0     3.0   0.193  1398.0  3632.0   0.084   \n",
      "000008    5.277000   543.0   305.0   0.223  1212.0  2153.0   0.182   \n",
      "000009    1.808000    92.0   582.0   0.352   768.0  1135.0   1.318   \n",
      "000010    2.508000   856.0  2921.0   0.062  4361.0  4993.0   0.177   \n",
      "000011   40.112000    15.0   483.0   0.282   957.0  1157.0   0.413   \n",
      "000012    0.737000    24.0    28.0   1.562   173.0   652.0   0.936   \n",
      "000014   11.040000     1.0  2183.0   0.124  2184.0  2435.0   0.251   \n",
      "000016   15.293000    37.0    51.0   1.455   186.0   250.0   3.718   \n",
      "000017   26.566000    68.0    13.0   1.559   173.0   192.0   6.159   \n",
      "000018    9.002000   653.0    89.0   0.236  1145.0  1354.0   1.066   \n",
      "000019    0.709000    90.0   263.0   0.427   632.0  1295.0   0.233   \n",
      "000020    2.775000    79.0    34.0   1.453   186.0   342.0   1.527   \n",
      "000021    5.099000    17.0    40.0   1.264   214.0   330.0   2.095   \n",
      "000023    7.271000   204.0   157.0   0.545   495.0   553.0   2.404   \n",
      "000025    0.869000    59.0    12.0   0.559   483.0  1368.0   0.296   \n",
      "000026    5.209000    40.0   322.0   1.047   258.0   379.0   1.022   \n",
      "000027    0.389000   105.0    42.0   0.680   397.0  1727.0   0.583   \n",
      "000028   57.327999    77.0    40.0   1.501   180.0   215.0   3.112   \n",
      "000029   43.926998    25.0   657.0   0.464   582.0   712.0   0.531   \n",
      "000030    2.980000    74.0    37.0   1.045   258.0   513.0   0.955   \n",
      "000031   14.782000     7.0  2254.0   0.110  2448.0  2833.0   1.124   \n",
      "000032   14.208000    51.0    90.0   0.703   384.0   502.0   0.817   \n",
      "000034  277.302002    36.0    38.0   2.791    97.0   124.0  15.187   \n",
      "000035    1.151000    78.0    42.0   0.698   387.0  1633.0   0.441   \n",
      "000036    3.016000     3.0  1705.0   0.344   785.0  1003.0   0.602   \n",
      "...            ...     ...     ...     ...     ...     ...     ...   \n",
      "603936    1.385000    78.0    77.0   1.089   248.0   576.0   0.921   \n",
      "603937    8.038000    60.0    59.0   0.710   380.0   436.0   0.774   \n",
      "603938    2.823000    16.0    46.0   1.168   231.0   353.0   0.824   \n",
      "603939   13.217000    25.0    91.0   1.339   202.0   328.0   1.425   \n",
      "603955   32.306999   186.0   268.0   0.359   753.0  1214.0   0.514   \n",
      "603958    8.146000    31.0   350.0   0.843   320.0   387.0   0.890   \n",
      "603959   12.246000   417.0   209.0   0.261  1034.0  1197.0   0.552   \n",
      "603960    3.098000    57.0   165.0   0.673   401.0   587.0   0.811   \n",
      "603963    3.001000    27.0   409.0   0.706   383.0   535.0   0.666   \n",
      "603966    2.756000   135.0   178.0   0.525   515.0   660.0   0.605   \n",
      "603968    2.603000    35.0    28.0   1.349   200.0   338.0   1.098   \n",
      "603969    6.045000   153.0    66.0   0.923   293.0   386.0   0.990   \n",
      "603970   67.938004    27.0   120.0   1.161   233.0   251.0   3.628   \n",
      "603976    1.570000    61.0    87.0   0.642   420.0   632.0   0.473   \n",
      "603977    0.728000    15.0    63.0   0.933   289.0   827.0   0.506   \n",
      "603978    1.671000    84.0    40.0   0.861   314.0   578.0   0.581   \n",
      "603979    2.052000   265.0   100.0   0.504   536.0   719.0   0.566   \n",
      "603980    2.049000    49.0   136.0   0.640   422.0   601.0   0.534   \n",
      "603985    2.528000    78.0   132.0   0.902   299.0   450.0   0.760   \n",
      "603986   10.257000    19.0   173.0   1.097   246.0   424.0   0.939   \n",
      "603987    1.548000    56.0    85.0   1.304   207.0   421.0   0.846   \n",
      "603988    6.254000   106.0   216.0   0.435   621.0   757.0   0.485   \n",
      "603989    2.293000    98.0    88.0   0.849   318.0   465.0   0.840   \n",
      "603990    0.748000   338.0   123.0   0.413   654.0  1074.0   0.371   \n",
      "603991    3.253000   155.0    36.0   0.898   301.0   478.0   0.833   \n",
      "603993    0.835000    26.0   137.0   0.503   536.0  1361.0   0.506   \n",
      "603996   13.027000    93.0    63.0   1.363   198.0   226.0   3.717   \n",
      "603997    3.443000    88.0    96.0   0.968   279.0   395.0   0.884   \n",
      "603998    2.100000    32.0   231.0   1.258   215.0   515.0   0.787   \n",
      "603999    2.110000    77.0    64.0   0.399   676.0  1116.0   0.288   \n",
      "\n",
      "            col183       col184   col185      col186     col187       col188  \\\n",
      "code                                                                           \n",
      "000001    8.560000     6.800000    5.934   16.650000   3.189000  1002.328979   \n",
      "000002   50.320000    26.090000    5.522   57.285000  22.900999   -21.761999   \n",
      "000004  260.829987    52.310001   -1.791   -6.378000  24.499001     0.000000   \n",
      "000005   21.889999   140.289993    0.494  -11.888000  -0.194000     0.000000   \n",
      "000006  -31.280001    48.389999    4.650   -8.731000  -5.149000  1561.521973   \n",
      "000007   -5.280000  -183.860001   -2.238   -3.796000  -3.919000   -88.489998   \n",
      "000008   31.700001     1.340000   -0.033   -0.601000  -7.402000   -38.577000   \n",
      "000009   36.389999   -45.360001    1.777   -2.002000   6.241000   106.682999   \n",
      "000010  -70.730003 -1613.160034  -16.461   37.950001  23.153000   -45.855000   \n",
      "000011  -54.799999   -74.970001   -1.248    3.711000  -9.434000   -26.128000   \n",
      "000012    4.630000   -34.020000    5.884   -8.237000   1.597000  -100.000000   \n",
      "000014  -56.580002   -49.070000    0.033  -12.022000  19.485001     0.000000   \n",
      "000016   47.599998   233.600006    0.269   45.229000  33.535999   356.520996   \n",
      "000017    6.000000   179.550003    6.823   -6.586000  -4.625000     0.000000   \n",
      "000018  -51.779999   -93.790001   -3.053   87.547997  -5.759000     0.000000   \n",
      "000019   -6.060000   -13.590000   -3.165   -5.077000  -5.723000   -72.386002   \n",
      "000020  -27.129999    42.799999    0.155    0.065000  -3.134000     0.000000   \n",
      "000021   17.580000    -6.010000    5.525    2.891000 -14.466000   -28.789000   \n",
      "000023   15.410000   -68.580002    0.881   -1.863000   8.950000   123.925003   \n",
      "000025   21.900000   -11.730000    3.721  355.984985   9.888000    10.723000   \n",
      "000026    3.600000    19.120001    3.370  -11.954000   1.049000   -50.752998   \n",
      "000027   18.490000   -24.860001   -1.190    9.250000   5.052000    11.211000   \n",
      "000028    1.560000    15.420000   17.237    0.876000  26.410000    19.827999   \n",
      "000029   65.889999   150.029999   13.129   -7.964000  11.485000    27.246000   \n",
      "000030   11.650000     2.570000    7.160   15.258000   8.424000    32.631001   \n",
      "000031   -7.390000    72.669998   11.166  -12.657000  18.039000   117.952003   \n",
      "000032   -5.260000    43.610001  -12.710   -7.867000  -2.359000   124.554001   \n",
      "000034   32.730000    10.130000    9.735    3.097000   2.179000    42.398998   \n",
      "000035   37.639999    18.760000    5.509   21.025999   3.402000 -7074.263184   \n",
      "000036  -10.560000   -31.709999    4.148   -6.247000  31.011000   -46.320000   \n",
      "...            ...          ...      ...         ...        ...          ...   \n",
      "603936   19.160000    45.869999  113.180    9.121000  57.599998  1969.484985   \n",
      "603937    8.610000    22.700001    6.282   -9.568000  15.709000     0.000000   \n",
      "603938    4.140000    -8.130000    5.925   -2.511000   6.028000     0.000000   \n",
      "603939   36.459999    40.230000    6.712   24.965000  37.258999   712.133972   \n",
      "603955   18.950001     3.080000    4.571    7.571000  28.502001    43.550999   \n",
      "603958   -8.160000   -64.930000   -4.128   -8.219000  -3.112000   -47.430000   \n",
      "603959   29.209999    55.430000    9.053   -3.308000  19.688000  -107.045998   \n",
      "603960  137.789993    59.770000    6.286   50.863998  38.478001     0.000000   \n",
      "603963   57.310001   -86.150002   -0.991  -10.168000  -1.547000   -80.382004   \n",
      "603966   21.889999     9.500000    6.989   13.150000  19.754000    85.517998   \n",
      "603968   29.440001    40.810001    4.901   -5.846000   7.514000  -157.576996   \n",
      "603969    9.520000     0.520000    2.392   -4.451000  18.237000   311.312012   \n",
      "603970    2.000000    25.080000    7.319  -20.846001  -3.134000   297.125000   \n",
      "603976   18.870001     3.170000    1.818   -1.470000   0.659000     0.000000   \n",
      "603977   25.600000    -7.340000    3.278    0.665000  24.358999    30.400999   \n",
      "603978    4.760000    -0.580000    3.781   22.691000   8.513000     0.000000   \n",
      "603979   25.740000    34.599998    4.930   18.868999   9.724000   -61.255001   \n",
      "603980   13.900000    81.260002    5.508    7.649000   2.812000  1017.159973   \n",
      "603985   46.619999    46.820000    6.489   -0.886000  11.507000   641.731995   \n",
      "603986   13.450000     8.210000    8.786  130.514008  10.089000   -90.886002   \n",
      "603987   14.120000    25.320000    5.362    1.719000   8.263000  1227.666992   \n",
      "603988   54.480000    61.099998   -0.690  -14.267000  -1.118000    35.757999   \n",
      "603989   27.190001     0.390000    8.309   21.021000  37.101002   -66.683998   \n",
      "603990   -3.680000   -60.950001   -0.407   -2.466000   3.799000   100.973000   \n",
      "603991   56.700001     8.370000    3.200  911.265991  20.239000     0.000000   \n",
      "603993   13.430000   155.919998    8.162   -1.509000   6.880000   180.722000   \n",
      "603996   38.209999    27.559999    4.965   43.162998   6.189000  -100.000000   \n",
      "603997   19.190001     6.680000    5.181    6.820000   8.679000  -134.001999   \n",
      "603998   53.720001   -19.230000    5.755    5.346000  21.719999     0.000000   \n",
      "603999  -10.420000   -41.799999    0.470   -3.039000   3.119000    41.798000   \n",
      "\n",
      "              col189       col190       col191  col192      col193  \\\n",
      "code                                                                 \n",
      "000001      6.460000     6.600000     6.360000     0.0  100.519997   \n",
      "000002     53.040001    31.629999    31.629999     0.0   22.110001   \n",
      "000004     -0.440000    38.799999    38.860001     0.0   -2.620000   \n",
      "000005    211.309998   120.769997   120.720001     0.0    3.470000   \n",
      "000006     35.820000    47.740002    47.730000     0.0   52.770000   \n",
      "000007   -117.559998   154.850006   154.850006     0.0  -45.080002   \n",
      "000008     13.590000    14.300000    14.000000     0.0   16.299999   \n",
      "000009    -21.580000   348.829987   348.589996     0.0    6.270000   \n",
      "000010   -760.919983 -1564.439941 -1559.170044     0.0  -59.880001   \n",
      "000011    -74.889999   -75.139999   -75.139999     0.0   18.610001   \n",
      "000012    -28.959999   -45.250000   -34.340000     0.0    7.810000   \n",
      "000014    -86.410004   -86.349998   -86.089996     0.0    2.990000   \n",
      "000016  91642.968750  -539.049988  -537.820007     0.0    1.480000   \n",
      "000017    171.529999   152.729996   152.699997     0.0    1.610000   \n",
      "000018   -134.570007  -143.949997  -143.929993     0.0    1.210000   \n",
      "000019      1.350000   -16.680000   -16.530001     0.0  -11.910000   \n",
      "000020     84.279999    -3.850000    -3.350000     0.0    0.200000   \n",
      "000021     -1.980000   -81.389999   -81.400002     0.0    4.670000   \n",
      "000023    -39.860001   -32.139999   -32.189999     0.0    1.600000   \n",
      "000025     -1.870000    -6.200000    -6.250000     0.0   14.160000   \n",
      "000026     18.740000     9.480000     9.440000     0.0    9.060000   \n",
      "000027    -23.299999   -21.840000   -21.840000     0.0    7.830000   \n",
      "000028     13.900000    14.470000    14.460000     0.0    4.060000   \n",
      "000029    145.059998   150.220001   150.190002     0.0   45.740002   \n",
      "000030     -8.260000   -30.610001    -2.860000     0.0   12.810000   \n",
      "000031     10.420000   186.919998   186.779999     0.0   29.299999   \n",
      "000032     16.620001    72.959999    69.260002     0.0    9.990000   \n",
      "000034      2.790000    18.440001    18.440001     0.0    0.800000   \n",
      "000035     23.219999    20.270000    20.260000     0.0   19.690001   \n",
      "000036    -14.290000   -33.070000   -33.080002     0.0   64.699997   \n",
      "...              ...          ...          ...     ...         ...   \n",
      "603936     35.410000     5.150000    35.369999     0.0    6.410000   \n",
      "603937     20.420000   -18.860001     8.180000     0.0   13.300000   \n",
      "603938     -4.910000   -15.480000   -15.470000     0.0   16.320000   \n",
      "603939     41.130001    33.250000    33.240002     0.0   10.060000   \n",
      "603955     -0.720000   -20.590000     3.230000     0.0   15.860000   \n",
      "603958    -47.779999 -1018.640015 -1032.599976     0.0    0.920000   \n",
      "603959     49.959999     6.800000    49.520000     0.0   26.129999   \n",
      "603960    119.910004    33.810001    73.940002     0.0   20.450001   \n",
      "603963    -90.830002  -104.970001  -106.470001     0.0    2.060000   \n",
      "603966     27.629999    -9.550000    19.280001     0.0   12.550000   \n",
      "603968     41.320000    58.439999    58.450001     0.0   13.320000   \n",
      "603969     -2.040000   -56.060001    -7.600000     0.0    7.440000   \n",
      "603970     24.709999   -20.260000    27.590000     0.0    4.680000   \n",
      "603976      5.930000   -21.090000    10.480000     0.0   20.950001   \n",
      "603977      1.320000   -36.130001   -10.590000     0.0   15.420000   \n",
      "603978      0.320000   -56.560001   -13.120000     0.0   14.250000   \n",
      "603979     22.440001    33.490002    33.470001     0.0   14.270000   \n",
      "603980     91.309998    85.769997    85.769997     0.0   50.049999   \n",
      "603985     44.369999    13.920000    48.099998     0.0   16.700001   \n",
      "603986      2.290000   -13.940000    20.850000     0.0   34.110001   \n",
      "603987     32.709999    -8.420000    28.219999     0.0   19.320000   \n",
      "603988     66.550003   -42.130001    70.209999     0.0   17.610001   \n",
      "603989      2.200000   -18.170000     6.370000     0.0   20.709999   \n",
      "603990    -62.040001   -71.650002   -71.639999     0.0    9.170000   \n",
      "603991     14.010000    15.070000    15.060000     0.0    7.390000   \n",
      "603993     73.250000   111.260002   111.279999     0.0   42.310001   \n",
      "603996     15.860000    20.180000    20.160000     0.0    1.930000   \n",
      "603997     13.300000     9.540000    10.860000     0.0   23.780001   \n",
      "603998    -14.430000   -23.209999   -23.629999     0.0   11.470000   \n",
      "603999    -39.130001   -50.980000   -51.009998     0.0    6.920000   \n",
      "\n",
      "            col194  col195     col196     col197      col198      col199  \\\n",
      "code                                                                       \n",
      "000001   30.709999   0.000   0.000000   8.696000    2.638000   23.600000   \n",
      "000002   17.980000   7.191  65.237000   9.989000    2.629000   12.380000   \n",
      "000004   -3.310000   2.019  17.575001  -2.040000    6.212000   -2.850000   \n",
      "000005    2.800000   0.640  65.021004   0.492000   -3.053000    2.240000   \n",
      "000006   40.060001   5.142  61.016998   8.637000    0.000000   34.209999   \n",
      "000007  -36.560001   2.378  29.299000  -2.290000    2.011000  -26.980000   \n",
      "000008   13.320000   1.115  51.433998   1.740000    6.965000   10.250000   \n",
      "000009    5.260000   2.534  64.661003   1.938000   15.868000    3.900000   \n",
      "000010 -101.510002   1.030  92.046997 -19.907000   35.362000 -100.779999   \n",
      "000011   15.760000   5.250  75.834000   4.998000    3.273000   12.030000   \n",
      "000012    6.970000   1.322  75.969002   5.238000    0.000000    5.960000   \n",
      "000014   -5.270000   2.576  73.519997   0.306000    0.000000    2.220000   \n",
      "000016    1.400000   0.168  94.293999   5.362000   30.014999    1.950000   \n",
      "000017    1.410000   0.133  89.834999   6.387000    0.000000    1.220000   \n",
      "000018   -7.660000   0.126  87.234001   1.222000   50.026001    1.030000   \n",
      "000019  -13.380000   1.877  72.941002  -3.269000    7.699000  -14.550000   \n",
      "000020   -0.050000   0.528  89.907997   0.155000    0.000000    0.100000   \n",
      "000021    4.600000   0.294  96.017998   7.133000    7.361000    3.630000   \n",
      "000023    1.670000   0.717  90.438004   2.557000   20.670000    0.820000   \n",
      "000025   13.460000   1.489  77.453003   3.587000    9.024000   12.230000   \n",
      "000026    8.240000   0.984  57.792999   6.376000    0.211000    6.340000   \n",
      "000027    7.210000   0.846  77.869003   2.864000    1.883000    5.450000   \n",
      "000028    3.920000   0.273  88.512001   8.415000   14.022000    3.180000   \n",
      "000029   31.400000  19.796  44.167999  11.689000    1.747000   23.370001   \n",
      "000030   12.080000   0.742  84.765999  10.728000   22.326000   11.570000   \n",
      "000031   24.549999  10.169  57.952999  12.320000   17.323999   17.139999   \n",
      "000032    8.650000   0.955  79.487000   6.269000    0.000000    7.590000   \n",
      "000034    0.760000   0.107  95.545998   9.368000    3.776000    0.650000   \n",
      "000035   16.670000   2.101  63.875000   5.230000   -6.440000   12.540000   \n",
      "000036   39.540001  28.952  26.297001  16.080999    7.727000   29.139999   \n",
      "...            ...     ...        ...        ...         ...         ...   \n",
      "603936    5.730000   0.619  83.208000   3.904000   21.507999    5.770000   \n",
      "603937   11.430000   0.424  84.698997   6.719000  288.062988    8.950000   \n",
      "603938   13.730000   0.948  72.829002   8.415000    0.000000   10.500000   \n",
      "603939    9.150000   0.702  59.507999   9.135000   85.650002    6.880000   \n",
      "603955   13.310000   0.677  72.538002   5.169000   54.280998   10.320000   \n",
      "603958    0.890000   1.014  46.876999   0.676000   90.990997    0.580000   \n",
      "603959   18.730000   1.106  59.755001   8.666000   -1.199000   16.370001   \n",
      "603960   15.380000   0.929  71.181999   9.106000  -13.196000   13.670000   \n",
      "603963    1.340000   2.289  19.809000   1.178000    0.025000    1.760000   \n",
      "603966   10.960000   0.959  75.584000   5.407000   14.397000    9.240000   \n",
      "603968   11.590000   0.771  80.995003  10.711000   -3.672000    9.990000   \n",
      "603969    6.740000   0.363  83.566002   5.535000    4.946000    5.560000   \n",
      "603970    4.440000   0.108  88.886002  10.793000  177.897995    3.090000   \n",
      "603976   17.230000   1.613  71.249001   6.842000    0.000000   14.610000   \n",
      "603977   13.330000   0.782  59.810001   5.377000  118.768997   11.280000   \n",
      "603978   12.200000   0.506  80.320999   5.993000    0.000000   10.520000   \n",
      "603979   12.120000   0.447  74.507004   5.585000    1.542000   10.010000   \n",
      "603980   32.669998   0.713  60.751999  13.126000   52.978001   27.430000   \n",
      "603985   13.750000   0.474  74.320000   8.732000    0.000000   11.850000   \n",
      "603986   22.700001   0.490  61.588001  19.224001    0.672000   21.299999   \n",
      "603987   15.300000   1.156  65.853996   8.739000   42.728001   13.060000   \n",
      "603988   14.750000   0.461  66.253998   5.862000   14.879000   12.050000   \n",
      "603989   15.910000   0.695  69.398003  11.326000   71.268997   14.070000   \n",
      "603990    7.510000   2.235  24.990999   2.645000   10.381000    7.060000   \n",
      "603991    6.560000   0.294  77.772003   4.666000    0.000000    5.690000   \n",
      "603993   29.930000   3.490  59.756001  10.023000    5.731000   23.290001   \n",
      "603996    1.790000   0.127  89.930000   5.686000    0.000000    1.570000   \n",
      "603997   19.110001   0.865  67.186996  12.829000  -44.527000   15.670000   \n",
      "603998    9.740000   2.042  25.926001   5.851000   -7.386000    8.330000   \n",
      "603999    5.870000   0.684  79.338997   1.825000    1.917000    6.270000   \n",
      "\n",
      "        col200      col201     col202     col203     col204     col205  \\\n",
      "code                                                                     \n",
      "000001   0.620    0.000000  30.709999   0.000000   0.000000   0.000000   \n",
      "000002   1.077    7.945000  34.759998   8.936000   3.758000   2.630000   \n",
      "000004  -0.859   -1.012000  82.430000  82.787003   6.394000  -0.411000   \n",
      "000005   0.225    1.705000  34.980000  29.430000  17.266001   9.160000   \n",
      "000006   3.931   31.573000  38.980000   9.923000   4.784000   4.004000   \n",
      "000007  -1.996  -26.844999  70.699997  58.848999  62.339001  -3.490000   \n",
      "000008   1.202    9.582000  48.570000  30.903000  16.436001   3.114000   \n",
      "000009   0.353    1.483000  35.340000  23.104000   8.103000   4.833000   \n",
      "000010  -5.541 -102.461998   7.950000  73.653000  44.806000  18.514999   \n",
      "000011   2.806   12.026000  24.170000   3.677000   5.649000  -3.207000   \n",
      "000012   2.382    5.755000  24.030001  13.001000   6.423000   3.355000   \n",
      "000014   0.135    1.218000  26.480000  28.969999  23.124001   1.275000   \n",
      "000016   1.563    1.444000   5.710000   7.194000   1.418000   0.351000   \n",
      "000017   1.509    1.071000  10.160000   8.751000   4.746000  -0.298000   \n",
      "000018   0.225    1.128000  12.770000  26.737000   8.195000  17.724001   \n",
      "000019  -2.883  -13.828000  27.059999  38.280998  27.101999  -1.336000   \n",
      "000020   0.080    0.102000  10.090000   8.212000   4.687000   1.065000   \n",
      "000021   2.863    3.496000   3.980000   2.276000   2.473000  -0.474000   \n",
      "000023   0.522    1.068000   9.560000   7.008000   4.023000   1.712000   \n",
      "000025   2.434   12.334000  22.549999  15.992000   9.897000   1.605000   \n",
      "000026   4.520    6.342000  42.209999  32.153000   6.252000   1.064000   \n",
      "000027   0.763    4.879000  22.129999  15.905000   4.112000  10.655000   \n",
      "000028   3.665    2.918000  11.490000   8.106000   1.702000   0.246000   \n",
      "000029   8.866   23.372999  55.830002   4.716000   2.781000  -0.643000   \n",
      "000030   6.121   11.622000  15.230000   9.616000   6.664000  -0.266000   \n",
      "000031   1.100   11.537000  42.049999  15.752000   4.317000   8.631000   \n",
      "000032   3.850    7.155000  20.510000  11.061000   7.072000  -0.524000   \n",
      "000034   1.404    0.645000   4.450000   3.366000   0.297000   0.998000   \n",
      "000035   2.015   12.187000  36.119999  19.709999  11.283000   5.074000   \n",
      "000036   7.331   27.233999  73.699997   5.868000   2.236000  -0.083000   \n",
      "...        ...         ...        ...        ...        ...        ...   \n",
      "603936   2.705    5.769000  16.790001   6.821000   3.398000   1.270000   \n",
      "603937   5.546    8.949000  15.300000   2.857000   2.175000  -0.688000   \n",
      "603938   8.043   10.504000  27.170000  11.192000   3.064000  -0.467000   \n",
      "603939   5.442    6.618000  40.490002  31.294001   3.536000   0.264000   \n",
      "603955   2.289   10.289000  27.459999  10.828000   9.209000   1.611000   \n",
      "603958   0.519    0.744000  53.119999  49.910999   5.894000  -0.049000   \n",
      "603959   3.693   16.368999  40.240002  12.190000   5.938000   4.693000   \n",
      "603960   5.318   11.566000  28.820000   8.496000   7.729000  -0.488000   \n",
      "603963   0.889    1.761000  80.190002  77.359001   9.203000   0.144000   \n",
      "603966   3.781    9.236000  24.420000  10.615000   5.279000  -1.530000   \n",
      "603968   7.974    9.991000  19.000000   5.275000   3.570000  -0.670000   \n",
      "603969   3.953    5.658000  16.430000   6.359000   2.610000  -0.042000   \n",
      "603970   3.312    3.080000  11.110000   6.628000   1.337000   0.229000   \n",
      "603976   6.239   14.611000  28.750000   9.225000   6.026000  -2.227000   \n",
      "603977   3.530   10.805000  40.189999  26.204000  15.081000   2.243000   \n",
      "603978   4.916   10.515000  19.680000   4.765000   2.065000   0.173000   \n",
      "603979   3.797   10.107000  25.490000  10.226000   8.121000   1.873000   \n",
      "603980  11.343   25.238001  39.250000   3.834000   3.988000  -1.594000   \n",
      "603985   7.111   11.853000  25.680000   7.541000   2.527000  -0.753000   \n",
      "603986  13.584   21.343000  38.410000   6.586000   5.063000  -1.694000   \n",
      "603987   6.789   10.594000  34.150002  13.188000   7.122000  -1.597000   \n",
      "603988   4.300   12.049000  33.750000  13.794000   6.464000  -0.052000   \n",
      "603989   8.138   14.014000  30.600000  10.527000   4.225000   0.345000   \n",
      "603990   1.790    7.120000  75.010002  52.825001  22.427000   2.079000   \n",
      "603991   3.213    5.691000  22.230000  10.617000   3.538000   1.899000   \n",
      "603993   4.088   20.598000  40.240002   6.929000   3.370000   2.868000   \n",
      "603996   1.869    1.567000  10.070000   4.807000   0.898000   2.259000   \n",
      "603997  10.167   14.872000  32.810001  11.971000   9.422000  -0.202000   \n",
      "603998   4.003    7.638000  74.070000  56.933998   6.425000  -0.344000   \n",
      "603999   1.538    6.356000  20.660000  13.486000  10.240000  -1.192000   \n",
      "\n",
      "              col206        col207        col208     col209     col210  \\\n",
      "code                                                                     \n",
      "000001  2.034700e+10  2.656600e+10  2.656600e+10   0.000000  92.980003   \n",
      "000002  1.394643e+10  3.629187e+10  3.629187e+10  20.620001  84.930000   \n",
      "000004 -3.397354e+06 -7.926314e+06 -7.926314e+06  -3.090000  40.910000   \n",
      "000005  4.638417e+06  4.771778e+07  4.771778e+07  12.460000  51.389999   \n",
      "000006  5.014266e+08  7.037695e+08  7.037695e+08  44.150002  51.790001   \n",
      "000007  9.083445e+06 -1.429058e+07 -1.429058e+07 -44.299999  10.250000   \n",
      "000008  1.153237e+08  2.155265e+08  2.155265e+08  16.709999  27.400000   \n",
      "000009  8.875130e+07  6.980706e+08  6.980706e+08  10.440000  65.360001   \n",
      "000010 -1.945016e+08 -1.523747e+08 -1.523747e+08 -81.330002  70.449997   \n",
      "000011  1.439252e+08  1.506713e+08  1.506713e+08  12.570000  40.910000   \n",
      "000012  4.196392e+08  8.483553e+08  8.483553e+08  10.410000  53.160000   \n",
      "000014 -9.472297e+06  8.214872e+06  8.214872e+06   4.420000  56.200001   \n",
      "000016 -5.031873e+08  5.508926e+08  5.508926e+08   1.850000  69.989998   \n",
      "000017  8.723027e+05  1.305982e+06  1.305982e+06   1.290000  71.349998   \n",
      "000018 -1.787419e+08  4.314738e+08  4.314738e+08  19.100000  79.989998   \n",
      "000019 -3.112615e+07 -3.209142e+07 -3.209142e+07 -14.800000   7.680000   \n",
      "000020 -1.352767e+06  6.204344e+06  6.204344e+06   1.270000  47.349998   \n",
      "000021  2.392718e+07  5.202821e+08  5.202821e+08   4.130000  55.910000   \n",
      "000023  1.161075e+07  3.262149e+07  3.262149e+07   3.280000  77.430000   \n",
      "000025  2.891535e+07  4.372039e+07  4.372039e+07  15.050000  32.000000   \n",
      "000026  1.481811e+08  2.386833e+08  2.386833e+08   9.310000  29.480000   \n",
      "000027  5.890296e+08  2.235307e+09  2.235307e+09  18.059999  69.860001   \n",
      "000028  9.056157e+08  1.329258e+09  1.329258e+09   4.180000  52.020000   \n",
      "000029  3.738898e+08  4.923652e+08  4.923652e+08  30.770000  30.969999   \n",
      "000030  6.050451e+08  6.782500e+08  6.782500e+08  11.920000  38.419998   \n",
      "000031  7.056566e+08  2.613700e+09  2.613700e+09  33.209999  85.739998   \n",
      "000032  7.164906e+07  1.005590e+08  1.005590e+08   8.620000  30.719999   \n",
      "000034  3.208717e+08  9.568531e+08  9.568531e+08   1.790000  85.139999   \n",
      "000035  1.646625e+08  3.001170e+08  3.001170e+08  21.950001  61.660000   \n",
      "000036  7.272847e+08  1.069642e+09  1.069642e+09  39.459999  53.450001   \n",
      "...              ...           ...           ...        ...        ...   \n",
      "603936  6.954916e+07  1.011117e+08  1.011117e+08   7.080000  43.369999   \n",
      "603937  7.539378e+07  1.068248e+08  1.068248e+08  11.020000  23.059999   \n",
      "603938  7.691975e+07  1.111888e+08  1.111888e+08  13.400000   7.140000   \n",
      "603939  2.888079e+08  4.419835e+08  4.419835e+08   9.470000  44.700001   \n",
      "603955  5.234987e+07  8.190466e+07  8.190466e+07  14.940000  55.110001   \n",
      "603958 -2.903397e+07  8.391250e+06  8.391250e+06   0.850000  21.360001   \n",
      "603959  8.663406e+07  1.316097e+08  1.316097e+08  23.780001  60.889999   \n",
      "603960  3.922768e+07  5.870332e+07  5.870332e+07  16.000000  40.470001   \n",
      "603963 -2.459924e+06  6.740346e+06  6.740346e+06   2.200000  23.940001   \n",
      "603966  4.378457e+07  4.842187e+07  4.842187e+07   9.410000  35.840000   \n",
      "603968  1.424812e+08  1.637122e+08  1.637122e+08  10.920000  28.160000   \n",
      "603969  8.265994e+07  1.088634e+08  1.088634e+08   6.680000  33.779999   \n",
      "603970  8.293054e+07  1.384823e+08  1.384823e+08   4.700000  65.500000   \n",
      "603976  6.609062e+07  6.811285e+07  6.811285e+07  14.970000   9.120000   \n",
      "603977  3.692763e+07  7.611915e+07  7.611915e+07  15.630000  33.560001   \n",
      "603978  6.822202e+07  9.645690e+07  9.645690e+07  12.370000  21.190001   \n",
      "603979  2.147550e+08  3.113729e+08  3.113729e+08  14.030000  34.680000   \n",
      "603980  5.347317e+08  6.774268e+08  6.774268e+08  31.090000  14.340000   \n",
      "603985  9.082222e+07  1.024004e+08  1.024004e+08  12.990000  22.770000   \n",
      "603986  3.419995e+08  3.740133e+08  3.740133e+08  21.730000  32.580002   \n",
      "603987  1.081193e+08  1.486719e+08  1.486719e+08  13.900000  19.049999   \n",
      "603988  3.623173e+07  4.552142e+07  4.552142e+07  14.120000  26.240000   \n",
      "603989  2.069207e+08  2.734728e+08  2.734728e+08  17.040001  36.680000   \n",
      "603990  6.719998e+06  1.511941e+07  1.511941e+07   9.420000  33.389999   \n",
      "603991  2.191362e+07  3.299430e+07  3.299430e+07   8.450000  36.930000   \n",
      "603993  4.133423e+09  6.539278e+09  6.539278e+09  32.560001  52.220001   \n",
      "603996  8.527495e+07  2.332807e+08  2.332807e+08   4.090000  68.080002   \n",
      "603997  2.342121e+08  2.943564e+08  2.943564e+08  18.830000  21.990000   \n",
      "603998  5.516612e+07  7.497245e+07  7.497245e+07   9.400000  34.450001   \n",
      "603999  2.153657e+07  2.575322e+07  2.575322e+07   5.280000  14.480000   \n",
      "\n",
      "           col211     col212     col213     col214         col215      col216  \\\n",
      "code                                                                            \n",
      "000001   0.000000   0.000000   0.000000   0.280000       0.000000    6.340000   \n",
      "000002  84.652000  10.951000  58.387001   0.780000     606.372986   36.529999   \n",
      "000004  61.132999  60.056999  10.275000   8.733000    3111.811035  100.000000   \n",
      "000005  40.275002   4.455000  38.268002   0.997000    1019.091003   69.010002   \n",
      "000006  77.338997  26.441000  70.166000   0.021000     293.661011   67.320000   \n",
      "000007  33.109001   5.335000   0.072000  15.794000    2948.783936  100.000000   \n",
      "000008  51.541000  11.874000  15.655000   2.464000     751.268982   87.360001   \n",
      "000009  68.032997  21.503000  48.442001  12.640000     170.585007   31.980000   \n",
      "000010  84.561996   3.733000  57.021000   2.265000   12930.076172   50.549999   \n",
      "000011  81.717003  60.831001  35.155998   0.623000    3284.976074   99.970001   \n",
      "000012  27.714001  54.780998  11.161000  53.359001     192.809006   56.900002   \n",
      "000014  90.556999  12.546000  66.387001   0.864000    1340.270020   88.500000   \n",
      "000016  70.005997  18.511000  26.488001   7.327000    1438.206055   38.700001   \n",
      "000017  90.709999  30.299000   9.174000   5.248000       0.000000  100.000000   \n",
      "000018  82.597000  13.462000   8.242000   2.977000    1322.426025   33.730000   \n",
      "000019  48.306000  37.262001  31.252001  29.511999     522.070984  100.000000   \n",
      "000020  53.477001   3.680000  15.421000  28.948000  448356.218750   64.940002   \n",
      "000021  61.591000  52.233002  22.540001  17.669001    4479.915039   52.599998   \n",
      "000023  89.786003  21.649000  28.538000   6.378000   39517.382812   54.810001   \n",
      "000025  37.695000  23.077000   1.147000  35.570999     824.442017   84.879997   \n",
      "000026  68.320999   8.028000  69.574997  12.747000    1464.215942   81.940002   \n",
      "000027  23.226999  21.416000   8.605000  40.977001      62.508999   36.529999   \n",
      "000028  84.989998  29.091000  19.327999   1.970000    5156.309082   83.199997   \n",
      "000029  82.876999  32.430000  45.463001   0.785000    6965.524902   97.970001   \n",
      "000030  49.215000  26.587000  12.396000  18.188999     411.662994   97.099998   \n",
      "000031  86.703003  15.020000  53.589001   0.555000     179.108002   17.990000   \n",
      "000032  76.919998  50.529999  19.225000   3.676000    2613.227051   97.720001   \n",
      "000034  77.278000  10.230000  39.122002   0.788000    2110.998047   24.879999   \n",
      "000035  20.653000  21.179001   8.306000  15.473000     242.268997   58.369999   \n",
      "000036  80.825996  40.902000  47.421001   7.614000     257.571014   74.809998   \n",
      "...           ...        ...        ...        ...            ...         ...   \n",
      "603936  38.948002  17.618000  24.951000  28.879000    1663.537964   83.150002   \n",
      "603937  86.319000  16.503000  13.009000   6.826000       0.000000   99.919998   \n",
      "603938  64.657997  15.103000  15.734000  26.017000    1849.290039  100.000000   \n",
      "603939  55.054001  20.666000  30.613001   5.974000     683.260010   90.559998   \n",
      "603955  61.861000  12.412000  25.299000   0.635000     154.619003   52.810001   \n",
      "603958  81.355003   3.974000  53.089001   8.321000       0.000000   99.940002   \n",
      "603959  85.453003   7.435000  11.821000   1.662000     856.398010   61.160000   \n",
      "603960  61.563000  35.976002  36.675999  15.374000    3331.896973   89.430000   \n",
      "603963  71.670998  20.127001  15.795000  16.045000    8896.656250  100.000000   \n",
      "603966  78.440002  32.255001  28.170000  14.471000    1076.957031   91.660004   \n",
      "603968  61.805000  35.319000  10.606000  28.702999     462.550995   85.250000   \n",
      "603969  75.517998  16.180000  20.834000  10.424000    3325.246094   88.809998   \n",
      "603970  92.713997  11.750000  43.341999   1.421000    6943.849121   47.580002   \n",
      "603976  65.176003  54.869999  14.333000  26.902000    1619.714966  100.000000   \n",
      "603977  39.175999  21.753000  13.698000  40.599998     428.244995   72.000000   \n",
      "603978  47.769001  35.583000  12.248000  29.612000     687.197998   93.080002   \n",
      "603979  73.841003  18.766001  16.895000  19.000999     345.845001   78.870003   \n",
      "603980  69.806999  20.028999  19.134001  22.431999    2275.743896  100.000000   \n",
      "603985  66.778000  18.297001  34.365002  22.403000    4572.631836   97.269997   \n",
      "603986  60.268002  43.245998  42.603001   8.259000     163.893997   84.830002   \n",
      "603987  49.498001  39.132000  26.208000  40.152000    2110.060059   99.690002   \n",
      "603988  81.565002  12.365000  27.000999   5.298000       0.000000  100.000000   \n",
      "603989  70.806000   7.829000  18.716999  23.983000     115.464996   79.000000   \n",
      "603990  59.415001  29.639000   6.271000  32.598000    8736.361328   79.849998   \n",
      "603991  64.700996   5.793000  10.060000  28.934999    4258.535156   68.370003   \n",
      "603993  38.952000  72.197998  15.864000  22.827000      49.007000   56.209999   \n",
      "603996  87.227997   6.714000  28.844000  10.469000    1447.865967   46.790001   \n",
      "603997  70.291000  34.243999  22.332001  19.688999    8496.307617   95.419998   \n",
      "603998  45.157001  31.316999  24.142000  23.319000     820.599976   84.669998   \n",
      "603999  61.283001  38.248001   5.835000  11.118000     288.282990   99.529999   \n",
      "\n",
      "               col217       col218  col219      col220        col221  \\\n",
      "code                                                                   \n",
      "000001       6.770000    24.240000   -0.66    0.000000    -61.709999   \n",
      "000002      88.769997   130.330002   -2.33  168.979996    -87.070000   \n",
      "000004       0.000000  -123.790001   -0.03  112.059998     38.889999   \n",
      "000005     236.729996    14.890000   -0.03  128.550003   -209.240005   \n",
      "000006     212.380005   909.919983    0.51  159.419998    184.380005   \n",
      "000007       0.000000  -994.169983   -0.02   91.040001    -76.120003   \n",
      "000008     698.369995   200.740005   -0.32  122.830002   -426.769989   \n",
      "000009      92.169998   118.790001    0.96  131.119995    327.940002   \n",
      "000010     119.769997    25.200001   -0.09  344.290009     34.860001   \n",
      "000011  288610.218750  -101.300003    0.08  112.599998     26.650000   \n",
      "000012     137.059998   360.869995    0.49  111.279999    179.539993   \n",
      "000014     831.030029  -200.729996    0.43  328.869995   -884.179993   \n",
      "000016      74.349998    74.040001   -1.20   92.910004    518.739990   \n",
      "000017       0.000000  -119.089996    0.00   30.879999      8.540000   \n",
      "000018      53.700001    53.919998    0.76  298.500000   -396.459991   \n",
      "000019       0.000000  -263.959991    0.02  125.449997    -24.969999   \n",
      "000020     185.259995   116.879997   -0.19   67.029999   -816.190002   \n",
      "000021     112.400002   706.599976    0.43   89.089996    345.440002   \n",
      "000023     139.960007  -779.700012    0.29   96.959999    227.789993   \n",
      "000025     589.349976  1558.910034   -0.09  107.910004   -181.210007   \n",
      "000026     453.690002   181.229996    0.66  110.820000    123.260002   \n",
      "000027      66.760002   114.379997    1.12  131.669998    663.200012   \n",
      "000028     609.210022  -158.440002    1.32  107.290001     57.099998   \n",
      "000029    4640.459961  -108.949997    0.66  104.019997    132.649994   \n",
      "000030    3758.189941  -273.230011    0.09   88.379997     55.490002   \n",
      "000031      37.939999    55.299999   -1.73  301.809998   -256.989990   \n",
      "000032    4775.959961  -113.699997    0.15  114.220001     62.369999   \n",
      "000034      33.220001    23.600000    0.97  114.680000    157.029999   \n",
      "000035     141.809998    87.580002    0.23  118.820000    163.119995   \n",
      "000036     343.920013  -208.330002    1.84  138.580002    199.639999   \n",
      "...               ...          ...     ...         ...           ...   \n",
      "603936     493.519989   774.760010    0.47   90.889999     77.919998   \n",
      "603937  129144.898438  -148.539993    0.51   80.000000     90.540001   \n",
      "603938       0.000000  -366.429993    0.71   79.089996     86.430000   \n",
      "603939    1030.060059  -288.779999    0.89  113.260002     83.830002   \n",
      "603955     127.580002    30.219999   -2.39   55.900002   -345.160004   \n",
      "603958  165445.625000  -362.720001    0.20  118.779999   -231.009995   \n",
      "603959     157.460007    43.360001    0.52  100.949997    124.150002   \n",
      "603960    1001.739990  -231.550003    0.25  114.239998     45.660000   \n",
      "603963       0.000000  -211.229996    0.55  109.300003 -53721.328125   \n",
      "603966    1098.800049  -204.360001    0.27  146.100006     87.669998   \n",
      "603968     578.119995  -537.460022    0.64   67.190002     68.500000   \n",
      "603969     797.289978  -578.690002    0.21  101.559998    122.580002   \n",
      "603970     100.410004    52.490002   -1.60   96.730003   -210.360001   \n",
      "603976       0.000000  -175.229996    0.34   74.190002     65.430000   \n",
      "603977     288.600006   338.769989   -0.03  103.660004    -15.010000   \n",
      "603978    1345.140015  -418.429993    0.94   88.040001    131.919998   \n",
      "603979     375.299988   926.250000   -0.27   76.779999    -53.500000   \n",
      "603980       0.000000  -260.440002    0.51   40.990002     34.820000   \n",
      "603985    3561.239990  -344.510010    0.03   77.410004      2.300000   \n",
      "603986     559.320007  -245.000000    1.06  112.000000     58.389999   \n",
      "603987   34294.769531  -311.089996    0.38  107.809998     79.739998   \n",
      "603988       0.000000  -152.529999   -0.01   69.870003     -4.250000   \n",
      "603989     383.269989   269.000000    0.54  107.570000     69.769997   \n",
      "603990     397.200012 -5965.609863   -0.01  137.580002     -2.950000   \n",
      "603991     216.110001   128.490005   -1.13   71.459999   -190.289993   \n",
      "603993     155.410004  1940.920044    0.38  115.489998    137.210007   \n",
      "603996      87.930000    53.630001   -0.69   99.050003    -71.849998   \n",
      "603997    2136.899902  -214.300003    0.46  105.550003     90.379997   \n",
      "603998     581.099976 -1309.040039    0.32  101.510002    126.419998   \n",
      "603999   21867.210938  -149.940002   -0.04   78.739998   -104.610001   \n",
      "\n",
      "            col222     col223  col224  col225      col226      col227  \\\n",
      "code                                                                    \n",
      "000001    0.000000  -1.310000     0.0  1.6066    0.000000   -0.363000   \n",
      "000002  155.630005 -14.620000     0.0 -3.7330   -2.464000   -2.115000   \n",
      "000004  104.309998  -0.950000     0.0  0.2033   -1.833000   -1.776000   \n",
      "000005   89.209999  -8.760000     0.0 -0.0254   -2.466000   -2.246000   \n",
      "000006  110.370003  42.830002     0.0 -0.3348   14.175000   10.575000   \n",
      "000007   89.269997 -19.070000     0.0 -0.0040  -14.591000  -14.113000   \n",
      "000008   95.970001 -69.239998     0.0 -0.1720  -37.347000  -32.959999   \n",
      "000009  109.389999  30.930000     0.0  0.1849   17.327999   10.924000   \n",
      "000010  213.479996 -37.720001     0.0 -0.0897   -2.643000   -2.623000   \n",
      "000011  108.059998   4.170000     0.0 -0.0822    2.577000    2.501000   \n",
      "000012  108.870003  17.309999     0.0  0.1923   20.308001   13.372000   \n",
      "000014  264.010010  46.610001     0.0  0.2937    9.079000    8.449000   \n",
      "000016   82.230003  -9.730000     0.0  0.3340  -14.071000  -13.156000   \n",
      "000017   27.459999   0.120000     0.0  0.0002    0.244000    0.244000   \n",
      "000018  124.550003  56.980000     0.0 -0.2905   15.743000   14.636000   \n",
      "000019  120.980003   3.500000     0.0 -0.0645   11.656000    9.783000   \n",
      "000020   64.559998 -11.030000     0.0 -0.2389  -18.711000  -18.707001   \n",
      "000021   85.320000   4.990000     0.0  0.2141    8.103000    7.926000   \n",
      "000023   95.010002   4.100000     0.0 -0.1403    2.484000    2.478000   \n",
      "000025  100.050003  -8.940000     0.0 -0.0257   -5.904000   -5.265000   \n",
      "000026  109.290001  11.330000     0.0  0.0256   29.115000   27.254000   \n",
      "000027  127.379997  35.900002     0.0  0.1362   20.379000    7.839000   \n",
      "000028  105.699997   1.780000     0.0  7.0350    3.913000    3.839000   \n",
      "000029  100.309998  41.549999     0.0 -0.0696   48.964001   48.271000   \n",
      "000030   87.470001   2.730000     0.0 -0.0083    4.473000    3.599000   \n",
      "000031  166.660004 -39.869999     0.0  0.5102   -6.378000   -4.093000   \n",
      "000032  103.129997   5.150000     0.0 -0.0584    9.470000    9.121000   \n",
      "000034  114.120003   1.180000     0.0  0.1471    3.129000    2.988000   \n",
      "000035   63.790001  22.860001     0.0 -0.6622    8.521000    6.031000   \n",
      "000036  115.180000  77.629997     0.0  2.1288   47.848999   34.467999   \n",
      "...            ...        ...     ...     ...         ...         ...   \n",
      "603936   83.610001   7.090000     0.0  0.1185    6.638000    6.262000   \n",
      "603937   67.269997  10.930000     0.0  0.2750   27.375999   27.375999   \n",
      "603938   78.709999  12.900000     0.0  0.4108  141.673996  134.406006   \n",
      "603939  112.620003   6.900000     0.0  0.3071   12.580000   10.974000   \n",
      "603955   47.220001 -49.250000     0.0 -1.7988  -29.107000  -17.674999   \n",
      "603958  115.040001   4.340000     0.0 -0.1837   14.374000   14.374000   \n",
      "603959   96.099998  29.209999     0.0  0.1180   11.094000    9.934000   \n",
      "603960  106.639999   9.050000     0.0 -0.6696    9.119000    8.853000   \n",
      "603963  105.220001  23.230000     0.0  0.1329   49.905998   49.351002   \n",
      "603966  142.979996  11.150000     0.0  0.4931   12.775000   11.690000   \n",
      "603968   66.099998   8.760000     0.0  0.3128   29.135000   23.955999   \n",
      "603969   91.349998  10.630000     0.0  0.1432   20.907000   20.297001   \n",
      "603970   93.199997  -8.690000     0.0 -0.4709  -14.701000  -14.492000   \n",
      "603976   72.570000  11.190000     0.0 -0.3623   55.474998   52.249001   \n",
      "603977   94.879997  -1.890000     0.0  0.0916   -2.043000   -1.656000   \n",
      "603978   85.239998  19.170000     0.0 -0.4941   46.534000   40.623001   \n",
      "603979   73.849998  -7.100000     0.0 -0.5588   -9.481000   -7.354000   \n",
      "603980   39.009998  11.780000     0.0 -0.5109   38.020000   36.419998   \n",
      "603985   61.750000   0.380000     0.0 -1.4605    0.969000    0.948000   \n",
      "603986   99.480003  17.510000     0.0  0.5332   52.547001   32.634998   \n",
      "603987   94.239998  15.530000     0.0 -0.0060   52.620998   50.240002   \n",
      "603988   64.750000  -0.670000     0.0 -0.5792   -0.922000   -0.922000   \n",
      "603989  105.680000  13.210000     0.0 -1.0251   33.741001   18.080999   \n",
      "603990  115.580002  -0.520000     0.0  0.4315   -0.388000   -0.384000   \n",
      "603991   71.019997 -21.480000     0.0 -0.5298  -30.791000  -30.084000   \n",
      "603993  109.980003  40.810001     0.0  0.1805   45.638000   15.010000   \n",
      "603996   94.830002  -3.610000     0.0 -0.6050   -6.565000   -6.141000   \n",
      "603997  103.820000  18.760000     0.0  0.1092   56.645000   55.986000   \n",
      "603998   96.900002  17.299999     0.0  0.2237   26.895000   23.973000   \n",
      "603999   72.820000  -4.610000     0.0 -0.2660  -10.213000   -7.583000   \n",
      "\n",
      "              col228     col229        col230        col231        col232  \\\n",
      "code                                                                        \n",
      "000001    -55.289001  -0.337000  2.942310e+10  9.211726e+09  7.083497e+09   \n",
      "000002   -118.044998  -1.797000  7.004760e+10  1.202498e+10  4.860816e+09   \n",
      "000004     33.270000  -0.726000  1.016873e+08 -6.450176e+06 -4.575576e+06   \n",
      "000005   -390.941010  -1.154000  1.092100e+08 -1.005013e+05 -1.614740e+06   \n",
      "000006    125.167000   5.477000  5.383064e+08  1.271732e+08  8.727141e+07   \n",
      "000007     70.697998  -1.447000  9.869023e+06  2.868534e+06  2.406713e+06   \n",
      "000008   -675.836975  -9.030000  5.595123e+08  8.598282e+07  6.218074e+07   \n",
      "000009    792.443970   7.140000  2.311391e+09  7.412362e+06 -1.630068e+07   \n",
      "000010     37.425999  -1.848000  7.982203e+07 -1.042587e+08 -1.069793e+08   \n",
      "000011     34.664001   1.023000  3.739897e+08  8.058278e+07  6.121616e+07   \n",
      "000012    290.354004   7.109000  2.680082e+09  1.494544e+08  1.162792e+08   \n",
      "000014   2096.709961   4.748000  6.425068e+07 -3.748694e+06 -8.187584e+05   \n",
      "000016   -500.143005  -9.209000  1.213631e+10  4.535809e+07  8.804165e+07   \n",
      "000017      9.885000   0.174000  3.351538e+07  7.486304e+05  5.305139e+05   \n",
      "000018   5508.650879  11.707000  6.720836e+08 -1.564279e+08 -1.185168e+08   \n",
      "000019    -24.046000   0.751000  8.004789e+07 -1.091026e+07 -1.172758e+07   \n",
      "000020 -10861.700195  -8.858000  1.489754e+08 -2.784920e+06 -2.295638e+06   \n",
      "000021    137.460007   4.431000  4.346120e+09  3.500319e+08  2.690574e+08   \n",
      "000023    501.084015   1.919000  3.667312e+08  1.649990e+07  9.770346e+06   \n",
      "000025    -73.093002  -1.685000  9.262577e+07  1.059814e+07  8.920175e+06   \n",
      "000026    178.647003   8.033000  8.687967e+08  6.545919e+07  5.029317e+07   \n",
      "000027    659.156006   5.476000  4.395781e+09  1.655175e+08  6.682613e+07   \n",
      "000028     55.816002   1.997000  1.098754e+10  3.960649e+08  2.852445e+08   \n",
      "000029    177.740997  14.948000  2.825883e+08  6.216885e+07  4.493428e+07   \n",
      "000030     23.622000   1.383000  1.869047e+09  1.761171e+08  1.797024e+08   \n",
      "000031   -232.628006  -3.509000  2.876857e+09  6.740445e+08  2.840367e+08   \n",
      "000032     67.800003   2.802000  3.534148e+08  2.874396e+07  2.305791e+07   \n",
      "000034    181.641006   2.544000  2.030769e+10  8.916050e+07  7.689715e+07   \n",
      "000035    182.330002   3.719000  5.041172e+08  1.000563e+08  7.939067e+07   \n",
      "000036    266.356995  18.422001  1.302991e+09  5.304749e+08  3.578623e+08   \n",
      "...              ...        ...           ...           ...           ...   \n",
      "603936    122.824997   2.716000  5.235982e+08  3.731243e+07  3.594485e+07   \n",
      "603937    122.132004   6.314000  3.752024e+08  4.546184e+07  3.604297e+07   \n",
      "603938    122.768997   9.593000  2.505203e+08  1.681966e+07  1.339712e+07   \n",
      "603939    100.311996   4.905000  1.672318e+09  1.170454e+08  8.355482e+07   \n",
      "603955   -477.316010  -9.741000  1.982316e+08  1.833282e+07  1.474311e+07   \n",
      "603958    746.947998   3.070000  2.615291e+08 -3.940750e+07 -3.066247e+07   \n",
      "603959    178.444000   6.048000  1.661306e+08  1.337465e+07  1.148648e+07   \n",
      "603960     66.194000   3.583000  1.271710e+08  1.793020e+07  1.417298e+07   \n",
      "603963   1318.615967  11.817000  1.039577e+08  3.186860e+06  4.520428e+06   \n",
      "603966    120.773003   4.190000  1.894093e+08  2.479806e+07  2.081578e+07   \n",
      "603968     87.657997   6.745000  4.700139e+08  6.407183e+07  5.521650e+07   \n",
      "603969    191.216003   6.856000  6.253389e+08  5.799560e+07  4.831685e+07   \n",
      "603970   -280.812012  -9.493000  6.024503e+08  1.605950e+07  1.025398e+07   \n",
      "603976     76.603996   4.764000  1.402094e+08  2.390855e+07  1.953405e+07   \n",
      "603977    -16.716000  -0.556000  1.823634e+08  2.099742e+07  1.704593e+07   \n",
      "603978    182.287003   8.610000  2.928543e+08  3.208529e+07  2.810618e+07   \n",
      "603979    -71.007004  -2.551000  7.550374e+08  6.766253e+07  6.138813e+07   \n",
      "603980     42.930000   5.221000  8.062701e+08  2.702338e+08  2.263393e+08   \n",
      "603985      3.202000   0.216000  3.050774e+08  4.216201e+07  3.572411e+07   \n",
      "603986     82.170998  10.631000  6.146038e+08  1.424089e+08  1.322833e+08   \n",
      "603987    118.857002   9.570000  3.870753e+08  7.081182e+07  5.017653e+07   \n",
      "603988     -5.595000  -0.242000  1.209001e+08  1.736178e+07  1.236103e+07   \n",
      "603989     93.862000   6.633000  5.995804e+08  1.102621e+08  9.396604e+07   \n",
      "603990     -7.359000  -0.128000  5.939116e+07  3.012635e+06  1.201637e+05   \n",
      "603991   -377.539001 -11.110000  1.468596e+08  1.131827e+07  9.566670e+06   \n",
      "603993    175.179001   7.837000  6.024018e+09  1.339643e+09  1.014330e+09   \n",
      "603996   -230.399002  -4.181000  1.913761e+09  6.732589e+07  6.351966e+07   \n",
      "603997    119.714996  12.313000  5.036190e+08  1.100986e+08  8.742805e+07   \n",
      "603998    207.709000   8.259000  2.820555e+08  1.902117e+07  1.457700e+07   \n",
      "603999    -73.417000  -1.098000  1.791532e+08  1.715644e+07  1.696568e+07   \n",
      "\n",
      "              col233        col234        col235        col236        col237  \\\n",
      "code                                                                           \n",
      "000001  7.020240e+09 -1.876542e+10  7.452170e+09 -4.648483e+10 -5.629791e+10   \n",
      "000002  4.849784e+09 -2.147608e+10 -2.249106e+10  1.679940e+10 -2.679928e+10   \n",
      "000004 -3.444755e+06 -6.905889e+06 -7.856528e+05  0.000000e+00 -7.691542e+06   \n",
      "000005 -3.210913e+06  1.873937e+07 -1.032782e+05 -1.636653e+07  2.269554e+06   \n",
      "000006  8.684832e+07  7.038230e+08 -2.460043e+05 -2.101176e+08  4.936369e+08   \n",
      "000007  2.280797e+06 -4.014353e+05 -2.998700e+02  0.000000e+00 -4.017352e+05   \n",
      "000008  6.494043e+07 -7.111076e+06 -2.883607e+08 -1.385756e+08 -4.330387e+08   \n",
      "000009  8.568598e+07  1.594270e+09 -7.291983e+08 -9.056209e+08 -2.911438e+07   \n",
      "000010 -1.095506e+08 -1.596822e+07 -3.314584e+08  3.798410e+08  3.241434e+07   \n",
      "000011  6.196210e+07  2.755730e+08  2.135060e+06  9.795506e+05  2.809088e+08   \n",
      "000012  8.558944e+07  6.462620e+08 -2.076431e+08 -7.892204e+08 -3.480004e+08   \n",
      "000014 -4.435568e+06 -4.477133e+07 -8.583512e+04 -7.533528e+06 -5.239070e+07   \n",
      "000016 -2.023167e+08 -1.058826e+09 -3.949415e+08  1.536251e+09  1.400540e+08   \n",
      "000017  3.509363e+05  3.485180e+06  0.000000e+00  0.000000e+00  3.467886e+06   \n",
      "000018 -1.452352e+08  1.891490e+08 -1.500000e+08 -1.433963e+08 -1.041784e+08   \n",
      "000019 -1.224123e+07 -2.213773e+06 -3.021116e+07 -9.600694e+06 -4.170539e+07   \n",
      "000020 -3.406234e+06 -2.736510e+07 -2.827722e+06  1.688882e+07 -1.327168e+07   \n",
      "000021 -5.779748e+05  4.888235e+08 -9.592034e+07 -2.674942e+08  2.534116e+08   \n",
      "000023  9.627232e+06  5.512033e+07 -3.222313e+07  4.429896e+05  2.334019e+07   \n",
      "000025  6.816700e+06  2.090790e+06 -1.290189e+08  3.514656e+06 -1.234135e+08   \n",
      "000026  4.842172e+07  6.591620e+07 -3.645236e+07 -1.126805e+08 -8.261258e+07   \n",
      "000027  6.952142e+07  3.532681e+09 -2.076168e+09  1.890690e+08  1.666693e+09   \n",
      "000028  2.823194e+08  3.386336e+08 -6.408644e+07  2.818758e+09  3.092676e+09   \n",
      "000029  4.474594e+07  7.007030e+07 -1.192968e+05 -2.598120e+06  6.770290e+07   \n",
      "000030  1.726419e+08  7.110014e+07 -1.807009e+08 -1.252681e+08 -2.350273e+08   \n",
      "000031  2.783765e+08 -6.586464e+08  1.067432e+09  7.989518e+08  1.208172e+09   \n",
      "000032  2.216944e+07  6.946254e+07 -8.408945e+06 -1.912839e+06  6.048006e+07   \n",
      "000034  7.213805e+07  8.700659e+07 -1.345161e+09  3.488316e+07 -1.215989e+09   \n",
      "000035  7.748311e+07  2.272187e+08 -1.148791e+08 -2.695837e+08 -1.571037e+08   \n",
      "000036  3.533929e+08  1.036914e+09  3.476980e+08  2.576560e+07  1.410377e+09   \n",
      "...              ...           ...           ...           ...           ...   \n",
      "603936  3.189820e+07  4.834990e+07 -2.765449e+07  2.847111e+07  5.024464e+07   \n",
      "603937  3.391453e+07  3.300205e+07 -4.427834e+07 -1.203155e+04 -7.429223e+06   \n",
      "603938  8.213637e+06  2.547997e+07  3.439449e+06  0.000000e+00  3.121741e+07   \n",
      "603939  8.205843e+07  1.459155e+08 -5.518559e+08  2.013232e+08 -2.046172e+08   \n",
      "603955  1.315913e+07 -1.225192e+08 -1.931767e+08 -5.542760e+07 -3.711235e+08   \n",
      "603958 -3.486306e+07 -1.400423e+07 -8.044916e+05  0.000000e+00 -1.464824e+07   \n",
      "603959  1.069141e+07 -6.953091e+07 -5.328009e+07  2.157017e+07 -1.012377e+08   \n",
      "603960  1.281460e+07  3.263941e+07 -2.231874e+07  1.945849e+07  2.982470e+07   \n",
      "603963  6.785482e+05  3.549861e+07 -1.421891e+05  1.328075e+04  3.536970e+07   \n",
      "603966  2.019438e+07  5.961847e+07 -4.226032e+07 -9.725000e+05  1.511323e+07   \n",
      "603968  5.351714e+07  8.056983e+07 -8.127729e+07 -4.433284e+07 -3.636637e+07   \n",
      "603969  4.740035e+07  5.942248e+07 -3.407953e+07  1.159899e+08  1.424159e+08   \n",
      "603970  8.119026e+06  1.073144e+08 -1.140515e+08  6.178059e+07  5.577962e+07   \n",
      "603976  1.936982e+07  2.638133e+07 -1.786584e+07 -1.814269e+06  6.701220e+06   \n",
      "603977  1.475879e+07  1.184554e+07 -1.059406e+08  9.870237e+07  4.607286e+06   \n",
      "603978  2.737489e+07  5.169778e+07 -6.846744e+07 -1.146646e+07 -2.821778e+07   \n",
      "603979  5.348969e+07 -1.745145e+08 -7.308347e+07 -4.805866e+07 -2.893145e+08   \n",
      "603980  2.513998e+08  8.515026e+07 -2.158495e+08 -2.232800e+08 -3.356465e+08   \n",
      "603985  3.550126e+07  1.161882e+07 -2.932677e+07  2.044810e+06 -1.302294e+07   \n",
      "603986  1.225278e+08  1.173003e+08 -1.219387e+08  1.454028e+08  1.497023e+08   \n",
      "603987  4.732941e+07  4.179171e+07 -2.892724e+07 -5.413406e+07 -3.517341e+07   \n",
      "603988  1.308854e+07 -1.139453e+07 -3.261653e+07 -1.344000e+07 -5.724025e+07   \n",
      "603989  9.093402e+07  9.135279e+07 -1.379511e+08 -1.606315e+06 -4.257960e+07   \n",
      "603990 -1.208196e+06  2.448651e+07 -1.701453e+07  2.115081e+07  2.862280e+07   \n",
      "603991  9.470401e+06  1.546984e+07 -6.656230e+06  1.139156e+07  2.020517e+07   \n",
      "603993  9.588920e+08  2.783701e+09  9.229900e+08  1.143920e+08  4.136505e+09   \n",
      "603996  6.143190e+07  3.365454e+08 -1.290524e+07 -3.553431e+08 -2.308040e+07   \n",
      "603997  8.973510e+07  1.515467e+08 -4.828390e+07  1.428208e+06  1.307302e+08   \n",
      "603998  1.372310e+07  5.856429e+07 -7.854794e+07  4.451459e+07  2.453093e+07   \n",
      "603999  1.678590e+07  5.915832e+06 -2.922854e+08 -2.097718e+06 -2.884296e+08   \n",
      "\n",
      "              col238        col239        col240        col241    col242  \\\n",
      "code                                                                       \n",
      "000001  1.717041e+10  1.717025e+10  0.000000e+00  0.000000e+00  406242.0   \n",
      "000002  1.103915e+10  9.715170e+09  0.000000e+00  1.314956e+09  261810.0   \n",
      "000004  8.397669e+07  8.301318e+07  0.000000e+00  0.000000e+00    9541.0   \n",
      "000005  1.058537e+09  9.512225e+08  0.000000e+00  0.000000e+00  127249.0   \n",
      "000006  1.349995e+09  1.348308e+09  0.000000e+00  0.000000e+00   82728.0   \n",
      "000007  3.464480e+08  3.089480e+08  0.000000e+00  0.000000e+00   13946.0   \n",
      "000008  2.818330e+09  2.539877e+09  0.000000e+00  0.000000e+00   80438.0   \n",
      "000009  2.149345e+09  2.119789e+09  0.000000e+00  0.000000e+00  171581.0   \n",
      "000010  8.198547e+08  5.221714e+08  0.000000e+00  0.000000e+00   46766.0   \n",
      "000011  5.959791e+08  1.758626e+08  6.760524e+07  0.000000e+00   44868.0   \n",
      "000012  2.863277e+09  1.735816e+09  1.008515e+09  0.000000e+00  152928.0   \n",
      "000014  2.017052e+08  2.017052e+08  0.000000e+00  0.000000e+00   34161.0   \n",
      "000016  2.407945e+09  1.596574e+09  8.113516e+08  0.000000e+00   88816.0   \n",
      "000017  5.513480e+08  3.029810e+08  2.483630e+08  0.000000e+00   54872.0   \n",
      "000018  1.698245e+09  7.529179e+08  2.638032e+08  0.000000e+00   71164.0   \n",
      "000019  4.967823e+08  4.159546e+08  5.174928e+07  0.000000e+00   67184.0   \n",
      "000020  2.831612e+08  1.811654e+08  1.019958e+08  0.000000e+00   26534.0   \n",
      "000021  1.471259e+09  1.469327e+09  0.000000e+00  0.000000e+00  108466.0   \n",
      "000023  1.387562e+08  1.387562e+08  0.000000e+00  0.000000e+00   14807.0   \n",
      "000025  2.972816e+08  2.708816e+08  2.640000e+07  0.000000e+00   53835.0   \n",
      "000026  4.387449e+08  3.567164e+08  8.164800e+07  0.000000e+00   32369.0   \n",
      "000027  3.964492e+09  3.964492e+09  0.000000e+00  0.000000e+00  119432.0   \n",
      "000028  4.281270e+08  3.077444e+08  5.488560e+07  0.000000e+00   18993.0   \n",
      "000029  1.011660e+09  8.916600e+08  1.200000e+08  0.000000e+00   76443.0   \n",
      "000030  1.810552e+09  1.750562e+09  4.781892e+07  0.000000e+00   32650.0   \n",
      "000031  1.813732e+09  1.813723e+09  0.000000e+00  0.000000e+00  177994.0   \n",
      "000032  4.132196e+08  2.794372e+08  0.000000e+00  0.000000e+00   23905.0   \n",
      "000034  6.540705e+08  3.579699e+08  0.000000e+00  0.000000e+00   30589.0   \n",
      "000035  1.351521e+09  1.281096e+09  0.000000e+00  0.000000e+00   44409.0   \n",
      "000036  1.141488e+09  1.136343e+09  0.000000e+00  0.000000e+00   64963.0   \n",
      "...              ...           ...           ...           ...       ...   \n",
      "603936  2.154576e+08  5.610000e+07  0.000000e+00  0.000000e+00   18655.0   \n",
      "603937  2.088800e+08  5.222000e+07  0.000000e+00  0.000000e+00   24723.0   \n",
      "603938  1.501666e+08  5.078660e+07  0.000000e+00  0.000000e+00   12870.0   \n",
      "603939  3.626947e+08  3.626947e+08  0.000000e+00  0.000000e+00    6559.0   \n",
      "603955  1.131000e+08  7.132022e+07  0.000000e+00  0.000000e+00   11052.0   \n",
      "603958  2.199067e+08  6.599900e+07  0.000000e+00  0.000000e+00   20334.0   \n",
      "603959  3.136000e+08  1.489600e+08  0.000000e+00  0.000000e+00   11331.0   \n",
      "603960  1.352000e+08  5.180843e+07  0.000000e+00  0.000000e+00    5572.0   \n",
      "603963  1.300000e+08  7.637500e+07  0.000000e+00  0.000000e+00   16029.0   \n",
      "603966  2.110446e+08  9.298910e+07  0.000000e+00  0.000000e+00   16665.0   \n",
      "603968  2.044800e+08  2.044800e+08  0.000000e+00  0.000000e+00   14259.0   \n",
      "603969  8.410000e+08  8.410000e+08  0.000000e+00  0.000000e+00   43845.0   \n",
      "603970  1.600001e+08  4.000008e+07  0.000000e+00  0.000000e+00   16929.0   \n",
      "603976  1.512000e+08  3.829994e+07  0.000000e+00  0.000000e+00   14443.0   \n",
      "603977  3.095120e+08  1.759520e+08  0.000000e+00  0.000000e+00   17029.0   \n",
      "603978  1.600000e+08  7.612168e+07  0.000000e+00  0.000000e+00   11260.0   \n",
      "603979  5.850000e+08  5.850000e+08  0.000000e+00  0.000000e+00   31407.0   \n",
      "603980  5.000000e+08  2.311172e+08  0.000000e+00  0.000000e+00   36710.0   \n",
      "603985  1.040000e+08  6.656000e+07  0.000000e+00  0.000000e+00   12117.0   \n",
      "603986  2.846445e+08  2.073972e+08  0.000000e+00  0.000000e+00   35091.0   \n",
      "603987  4.416090e+08  2.661000e+08  0.000000e+00  0.000000e+00   25046.0   \n",
      "603988  2.352000e+08  2.352000e+08  0.000000e+00  0.000000e+00   20713.0   \n",
      "603989  3.900017e+08  3.900017e+08  0.000000e+00  0.000000e+00   12645.0   \n",
      "603990  8.092260e+07  6.027200e+07  0.000000e+00  0.000000e+00    5034.0   \n",
      "603991  7.453500e+07  4.107892e+07  0.000000e+00  0.000000e+00    9012.0   \n",
      "603993  2.159924e+10  1.766577e+10  0.000000e+00  3.933468e+09  336265.0   \n",
      "603996  3.001500e+08  1.032750e+08  0.000000e+00  0.000000e+00   28481.0   \n",
      "603997  6.377192e+08  6.300000e+08  0.000000e+00  0.000000e+00   19261.0   \n",
      "603998  4.285627e+08  4.251967e+08  0.000000e+00  0.000000e+00   20425.0   \n",
      "603999  5.760000e+08  2.304000e+08  0.000000e+00  0.000000e+00   36477.0   \n",
      "\n",
      "              col243        col244        col245  col246        col247  \\\n",
      "code                                                                     \n",
      "000001  8.510493e+09  1.132710e+10  1.132710e+10   225.0  1.168052e+10   \n",
      "000002  3.242811e+09  7.626692e+09  7.626692e+09   283.0  6.681069e+09   \n",
      "000004  2.387685e+07  5.391990e+07  5.391990e+07     5.0  4.036195e+07   \n",
      "000005  1.842404e+08  2.497399e+08  3.184965e+08     6.0  2.316569e+08   \n",
      "000006  2.960314e+08  5.571837e+08  5.571837e+08     4.0  2.333148e+08   \n",
      "000007  7.500013e+07  1.261135e+08  1.611972e+08     5.0  9.561309e+07   \n",
      "000008  3.500000e+08  8.918514e+08  1.059620e+09    15.0  8.068862e+08   \n",
      "000009  2.560139e+08  5.319428e+08  5.433800e+08     5.0  4.092073e+08   \n",
      "000010  1.107446e+08  1.662433e+08  3.562193e+08     8.0  1.490656e+08   \n",
      "000011  3.237963e+08  4.659206e+07  3.966718e+08     2.0  3.089895e+07   \n",
      "000012  4.239881e+08  8.507283e+08  8.507283e+08     8.0  7.580584e+08   \n",
      "000014  6.861339e+07  7.699505e+07  7.699505e+07     1.0  6.861339e+07   \n",
      "000016  5.237469e+08  9.769492e+08  9.769492e+08     2.0  5.448923e+08   \n",
      "000017  6.350875e+07  1.172104e+08  1.172104e+08     4.0  7.035755e+07   \n",
      "000018  5.834545e+08  2.605005e+08  9.247594e+08     3.0  1.069930e+08   \n",
      "000019  9.483230e+07  1.581405e+08  1.869572e+08     3.0  1.469726e+08   \n",
      "000020  1.164899e+08  1.595144e+08  1.595144e+08     1.0  1.164899e+08   \n",
      "000021  6.548399e+08  8.086173e+08  8.086173e+08     5.0  7.747511e+08   \n",
      "000023  2.100000e+07  6.547342e+07  6.547342e+07     6.0  6.010734e+07   \n",
      "000025  1.459252e+08  2.177954e+08  2.177954e+08     3.0  2.145746e+08   \n",
      "000026  1.629773e+08  2.230712e+08  2.230712e+08     8.0  2.020851e+08   \n",
      "000027  1.896001e+09  3.069578e+09  3.069578e+09     8.0  1.154928e+09   \n",
      "000028  2.400000e+08  2.349459e+08  2.915223e+08    18.0  2.225953e+08   \n",
      "000029  6.428843e+08  6.646669e+08  6.646669e+08     4.0  6.543560e+08   \n",
      "000030  4.419954e+08  1.327617e+09  1.327617e+09     9.0  1.318262e+09   \n",
      "000031  8.573541e+08  9.971430e+08  9.971430e+08    13.0  9.696515e+08   \n",
      "000032  2.026502e+08  1.582058e+08  2.802162e+08     7.0  1.471170e+08   \n",
      "000034  1.547778e+08  1.464591e+08  4.173184e+08     9.0  1.366915e+08   \n",
      "000035  4.030702e+08  6.775104e+08  7.479363e+08    10.0  6.578988e+08   \n",
      "000036  3.791291e+08  4.585305e+08  4.585305e+08     4.0  4.008709e+08   \n",
      "...              ...           ...           ...     ...           ...   \n",
      "603936  5.083300e+07  8.985337e+06  1.618178e+08     1.0  1.111000e+06   \n",
      "603937  1.187326e+08  1.785200e+06  1.542901e+08     0.0  0.000000e+00   \n",
      "603938  6.049000e+07  1.266566e+07  1.109617e+08     1.0  4.710000e+05   \n",
      "603939  1.061520e+08  2.777105e+08  2.777105e+08    63.0  2.515025e+08   \n",
      "603955  4.177979e+07  4.312149e+07  8.462235e+07     6.0  3.624011e+07   \n",
      "603958  1.483599e+08  1.365383e+07  1.642511e+08     5.0  1.059930e+07   \n",
      "603959  1.646400e+08  7.740079e+07  2.392464e+08     6.0  5.598180e+07   \n",
      "603960  3.137305e+07  2.128889e+07  8.310097e+07    16.0  2.272156e+07   \n",
      "603963  3.315000e+07  4.519407e+07  9.832432e+07     4.0  4.411216e+07   \n",
      "603966  4.872431e+07  3.226570e+07  1.427280e+08     4.0  1.889436e+07   \n",
      "603968  2.041400e+07  1.074932e+08  1.074932e+08     4.0  3.961316e+07   \n",
      "603969  1.774968e+08  5.240085e+08  5.240085e+08     0.0  0.000000e+00   \n",
      "603970  8.040000e+07  2.663876e+06  1.211955e+08     0.0  0.000000e+00   \n",
      "603976  5.907774e+07  3.856763e+06  1.140584e+08     2.0  5.239000e+05   \n",
      "603977  1.333591e+08  9.505203e+07  2.286120e+08     5.0  8.269374e+07   \n",
      "603978  4.340940e+07  2.468362e+07  1.045715e+08     3.0  8.742960e+06   \n",
      "603979  2.775236e+08  3.517460e+08  3.517460e+08     7.0  3.411218e+08   \n",
      "603980  1.400000e+08  8.526185e+07  3.259986e+08     1.0  2.800000e+07   \n",
      "603985  3.744000e+07  3.607017e+07  7.314420e+07     7.0  2.587444e+07   \n",
      "603986  3.854116e+07  1.230218e+08  1.631486e+08    79.0  1.296832e+08   \n",
      "603987  1.806654e+08  1.262885e+08  3.026439e+08     9.0  1.182092e+08   \n",
      "603988  7.056000e+07  1.665570e+08  1.665570e+08     1.0  4.977420e+05   \n",
      "603989  1.904931e+08  2.883212e+08  2.883212e+08    12.0  2.089658e+08   \n",
      "603990  1.201800e+07  3.552664e+07  5.334120e+07     7.0  2.321851e+07   \n",
      "603991  3.345608e+07  2.436075e+07  5.767983e+07     6.0  2.148612e+07   \n",
      "603993  5.333220e+09  1.751604e+10  1.751604e+10    22.0  1.399895e+10   \n",
      "603996  1.545085e+08  9.878997e+06  2.058935e+08     3.0  6.136797e+06   \n",
      "603997  3.121200e+08  4.872768e+08  4.872768e+08     9.0  4.822911e+08   \n",
      "603998  1.566195e+08  2.238672e+08  2.244672e+08     1.0  1.443488e+07   \n",
      "603999  3.331460e+08  5.704444e+07  3.996976e+08     8.0  4.370524e+07   \n",
      "\n",
      "        col248       col249  col250       col251  col252        col253  \\\n",
      "code                                                                     \n",
      "000001     0.0          0.0     0.0          0.0     4.0  9.999295e+09   \n",
      "000002     1.0  210235808.0     1.0  456993184.0     3.0  9.567510e+08   \n",
      "000004     0.0          0.0     2.0    3878604.0     1.0  4.208900e+06   \n",
      "000005     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000006     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000007     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000008     0.0          0.0     1.0   60353260.0     0.0  0.000000e+00   \n",
      "000009     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000010     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000011     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000012     0.0          0.0     0.0          0.0     3.0  5.905246e+08   \n",
      "000014     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000016     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000017     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000018     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000019     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000020     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000021     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000023     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000025     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000026     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000027     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000028     0.0          0.0     0.0          0.0     3.0  1.870847e+07   \n",
      "000029     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000030     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000031     0.0          0.0     0.0          0.0     1.0  6.042254e+06   \n",
      "000032     0.0          0.0     1.0    3218740.0     4.0  1.518026e+07   \n",
      "000034     0.0          0.0     0.0          0.0     1.0  4.000034e+06   \n",
      "000035     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "000036     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "...        ...          ...     ...          ...     ...           ...   \n",
      "603936     0.0          0.0     1.0    1111000.0     0.0  0.000000e+00   \n",
      "603937     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603938     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603939     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603955     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603958     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603959     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603960     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603963     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603966     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603968     0.0          0.0     0.0          0.0     1.0  2.100035e+06   \n",
      "603969     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603970     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603976     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603977     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603978     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603979     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603980     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603985     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603986     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603987     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603988     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603989     1.0    3008547.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603990     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603991     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603993     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603996     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603997     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603998     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "603999     0.0          0.0     0.0          0.0     0.0  0.000000e+00   \n",
      "\n",
      "        col254        col255  col256       col257  col258       col259  \\\n",
      "code                                                                     \n",
      "000001   216.0  3.940137e+08     0.0          0.0     0.0          0.0   \n",
      "000002   274.0  3.692889e+08     0.0          0.0     1.0  329352928.0   \n",
      "000004     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "000005     1.0  4.149516e+06     0.0          0.0     0.0          0.0   \n",
      "000006     1.0  8.381354e+06     0.0          0.0     0.0          0.0   \n",
      "000007     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "000008     8.0  4.319142e+07     0.0          0.0     1.0   37277852.0   \n",
      "000009     1.0  1.867788e+07     1.0    7149978.0     0.0          0.0   \n",
      "000010     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "000011     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "000012     2.0  9.675740e+06     0.0          0.0     0.0          0.0   \n",
      "000014     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "000016     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "000017     0.0  0.000000e+00     0.0          0.0     1.0    2246400.0   \n",
      "000018     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "000019     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "000020     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "000021     1.0  6.669864e+06     0.0          0.0     0.0          0.0   \n",
      "000023     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "000025     1.0  6.750000e+05     0.0          0.0     0.0          0.0   \n",
      "000026     2.0  9.070841e+06     1.0    9657744.0     1.0    6120391.0   \n",
      "000027     2.0  1.039234e+07     0.0          0.0     0.0          0.0   \n",
      "000028    12.0  1.014014e+07     1.0    4999987.0     0.0          0.0   \n",
      "000029     1.0  6.200000e+03     0.0          0.0     1.0   10300000.0   \n",
      "000030     2.0  1.701840e+07     0.0          0.0     0.0          0.0   \n",
      "000031     8.0  1.539830e+07     1.0    6004769.0     0.0          0.0   \n",
      "000032     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "000034     2.0  4.241200e+06     2.0   12490706.0     0.0          0.0   \n",
      "000035     5.0  1.264528e+08     0.0          0.0     0.0          0.0   \n",
      "000036     1.0  5.096766e+06     0.0          0.0     0.0          0.0   \n",
      "...        ...           ...     ...          ...     ...          ...   \n",
      "603936     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603937     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603938     1.0  4.710000e+05     0.0          0.0     0.0          0.0   \n",
      "603939    56.0  3.356745e+07     0.0          0.0     0.0          0.0   \n",
      "603955     0.0  0.000000e+00     1.0    2827500.0     0.0          0.0   \n",
      "603958     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603959     3.0  5.504702e+06     0.0          0.0     0.0          0.0   \n",
      "603960    12.0  1.401061e+07     2.0    5191058.0     0.0          0.0   \n",
      "603963     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603966     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603968     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603969     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603970     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603976     1.0  3.500000e+05     0.0          0.0     0.0          0.0   \n",
      "603977     0.0  0.000000e+00     1.0    1363320.0     0.0          0.0   \n",
      "603978     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603979     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603980     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603985     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603986    72.0  1.535521e+07     1.0    5400116.0     0.0          0.0   \n",
      "603987     0.0  0.000000e+00     1.0    4309890.0     0.0          0.0   \n",
      "603988     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603989     8.0  7.564393e+06     0.0          0.0     0.0          0.0   \n",
      "603990     1.0  9.000000e+05     0.0          0.0     0.0          0.0   \n",
      "603991     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603993    18.0  2.452256e+09     1.0  143986592.0     0.0          0.0   \n",
      "603996     2.0  5.190800e+06     0.0          0.0     0.0          0.0   \n",
      "603997     5.0  1.902507e+07     0.0          0.0     0.0          0.0   \n",
      "603998     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "603999     0.0  0.000000e+00     0.0          0.0     0.0          0.0   \n",
      "\n",
      "        col260  col261  col262  col263        col264        col265  \\\n",
      "code                                                                 \n",
      "000001     0.0     0.0     0.0     0.0  1.132710e+10  8.510493e+09   \n",
      "000002     0.0     0.0     0.0     0.0  6.311780e+09  3.242811e+09   \n",
      "000004     0.0     0.0     0.0     0.0  5.391990e+07  2.387685e+07   \n",
      "000005     0.0     0.0     0.0     0.0  2.497399e+08  1.842404e+08   \n",
      "000006     0.0     0.0     0.0     0.0  5.571837e+08  2.960314e+08   \n",
      "000007     0.0     0.0     0.0     0.0  1.261135e+08  7.500013e+07   \n",
      "000008     0.0     0.0     0.0     0.0  8.918514e+08  3.500000e+08   \n",
      "000009     0.0     0.0     0.0     0.0  5.319428e+08  2.560139e+08   \n",
      "000010     0.0     0.0     0.0     0.0  1.662433e+08  3.139460e+07   \n",
      "000011     0.0     0.0     0.0     0.0  4.287420e+07  2.979895e+07   \n",
      "000012     0.0     0.0     0.0     0.0  7.667579e+08  4.239881e+08   \n",
      "000014     0.0     0.0     0.0     0.0  7.699505e+07  6.861339e+07   \n",
      "000016     0.0     0.0     0.0     0.0  5.875077e+08  5.237469e+08   \n",
      "000017     0.0     0.0     0.0     0.0  7.035755e+07  6.350875e+07   \n",
      "000018     0.0     0.0     0.0     0.0  1.395185e+08  9.297091e+07   \n",
      "000019     0.0     0.0     0.0     0.0  1.547373e+08  7.944746e+07   \n",
      "000020     0.0     0.0     0.0     0.0  1.172780e+08  1.164899e+08   \n",
      "000021     0.0     0.0     0.0     0.0  8.086173e+08  6.548399e+08   \n",
      "000023     0.0     0.0     0.0     0.0  6.547342e+07  2.100000e+07   \n",
      "000025     0.0     0.0     0.0     0.0  2.148751e+08  1.459252e+08   \n",
      "000026     0.0     0.0     0.0     0.0  2.230712e+08  1.629773e+08   \n",
      "000027     0.0     0.0     0.0     0.0  3.069578e+09  1.896001e+09   \n",
      "000028     0.0     0.0     0.0     0.0  2.165739e+08  1.849423e+08   \n",
      "000029     0.0     0.0     0.0     0.0  6.612862e+08  6.428843e+08   \n",
      "000030     0.0     0.0     0.0     0.0  1.327617e+09  4.419954e+08   \n",
      "000031     0.0     0.0     0.0     0.0  9.971430e+08  8.573541e+08   \n",
      "000032     0.0     0.0     0.0     0.0  1.582058e+08  1.174198e+08   \n",
      "000034     0.0     0.0     0.0     0.0  1.464591e+08  8.018574e+07   \n",
      "000035     0.0     0.0     0.0     0.0  6.775104e+08  4.030702e+08   \n",
      "000036     0.0     0.0     0.0     0.0  4.585305e+08  3.791291e+08   \n",
      "...        ...     ...     ...     ...           ...           ...   \n",
      "603936     0.0     0.0     0.0     0.0  8.985337e+06  4.093900e+06   \n",
      "603937     0.0     0.0     0.0     0.0  1.785200e+06  3.240000e+05   \n",
      "603938     0.0     0.0     0.0     0.0  1.266566e+07  3.500000e+06   \n",
      "603939     0.0     0.0     0.0     0.0  2.777105e+08  1.061520e+08   \n",
      "603955     0.0     0.0     0.0     0.0  4.312149e+07  1.413750e+07   \n",
      "603958     0.0     0.0     0.0     0.0  1.365383e+07  5.751705e+06   \n",
      "603959     0.0     0.0     0.0     0.0  7.740079e+07  3.136003e+07   \n",
      "603960     0.0     0.0     0.0     0.0  2.128889e+07  2.932978e+06   \n",
      "603963     0.0     0.0     0.0     0.0  4.519407e+07  2.437500e+07   \n",
      "603966     0.0     0.0     0.0     0.0  3.226570e+07  1.430005e+07   \n",
      "603968     0.0     0.0     0.0     0.0  1.074932e+08  2.041400e+07   \n",
      "603969     0.0     0.0     0.0     0.0  5.240085e+08  1.774968e+08   \n",
      "603970     0.0     0.0     0.0     0.0  2.663876e+06  4.777400e+05   \n",
      "603976     0.0     0.0     0.0     0.0  3.856763e+06  1.120287e+06   \n",
      "603977     0.0     0.0     0.0     0.0  9.505203e+07  4.060000e+07   \n",
      "603978     0.0     0.0     0.0     0.0  2.468362e+07  3.995760e+06   \n",
      "603979     0.0     0.0     0.0     0.0  3.517460e+08  2.775236e+08   \n",
      "603980     0.0     0.0     0.0     0.0  8.526185e+07  2.800000e+07   \n",
      "603985     0.0     0.0     0.0     0.0  3.607017e+07  9.360000e+06   \n",
      "603986     0.0     0.0     0.0     0.0  1.230218e+08  3.121300e+07   \n",
      "603987     0.0     0.0     0.0     0.0  1.262885e+08  3.283401e+07   \n",
      "603988     0.0     0.0     0.0     0.0  1.665570e+08  7.056000e+07   \n",
      "603989     0.0     0.0     0.0     0.0  2.883212e+08  1.904931e+08   \n",
      "603990     0.0     0.0     0.0     0.0  3.552664e+07  5.260000e+06   \n",
      "603991     0.0     0.0     0.0     0.0  2.436075e+07  6.543920e+06   \n",
      "603993     0.0     0.0     0.0     0.0  1.393046e+10  5.333220e+09   \n",
      "603996     0.0     0.0     0.0     0.0  9.878997e+06  3.076200e+06   \n",
      "603997     0.0     0.0     0.0     0.0  4.872768e+08  3.121200e+08   \n",
      "603998     0.0     0.0     0.0     0.0  2.238672e+08  1.560195e+08   \n",
      "603999     0.0     0.0     0.0     0.0  5.704444e+07  1.244615e+07   \n",
      "\n",
      "              col266       col267        col268        col269        col270  \\\n",
      "code                                                                          \n",
      "000001  7.610291e+09     164593.0  3.855200e+10  0.000000e+00  0.000000e+00   \n",
      "000002  5.546289e+09    9026490.0  0.000000e+00  1.632419e+08  2.196104e+10   \n",
      "000004  4.652984e+07     963500.0  0.000000e+00  0.000000e+00 -7.308636e+06   \n",
      "000005  7.669820e+08  107314384.0  0.000000e+00  0.000000e+00  8.579817e+06   \n",
      "000006  8.893098e+08    1687074.0  0.000000e+00  0.000000e+00  5.453400e+08   \n",
      "000007  2.339479e+08   37500000.0  0.000000e+00  0.000000e+00 -8.704227e+06   \n",
      "000008  2.048343e+09  278452896.0  0.000000e+00  0.000000e+00  1.321177e+08   \n",
      "000009  1.743988e+09   29555904.0  0.000000e+00  2.073125e+07  2.802177e+08   \n",
      "000010  5.221714e+08  297683360.0  0.000000e+00  0.000000e+00 -1.888107e+08   \n",
      "000011  1.460637e+08  352511232.0  0.000000e+00 -1.848692e+06  1.423400e+08   \n",
      "000012  1.311828e+09  118945968.0  0.000000e+00  3.155114e+06  4.890529e+08   \n",
      "000014  1.330918e+08          0.0  0.000000e+00  0.000000e+00  4.134998e+06   \n",
      "000016  1.072827e+09      19500.0  0.000000e+00 -1.649838e+07  5.627331e+08   \n",
      "000017  2.394723e+08       3957.0  0.000000e+00  0.000000e+00  1.236251e+06   \n",
      "000018  6.649820e+08  681523904.0  0.000000e+00 -2.630084e+05  2.310593e+07   \n",
      "000019  2.704547e+08   29078388.0  0.000000e+00  0.000000e+00 -3.153045e+07   \n",
      "000020  6.467550e+07          0.0  0.000000e+00  0.000000e+00  4.974951e+05   \n",
      "000021  7.078378e+08    1932299.0  0.000000e+00 -4.513434e+07  4.125887e+08   \n",
      "000023  8.459170e+07          0.0  0.000000e+00  0.000000e+00  8.141725e+06   \n",
      "000025  5.698204e+07          0.0  0.000000e+00  0.000000e+00  3.554325e+07   \n",
      "000026  1.937390e+08     380513.0  0.000000e+00  8.251321e+06  1.709124e+08   \n",
      "000027  1.076749e+09          0.0  0.000000e+00 -5.003015e+08  1.737316e+08   \n",
      "000028  1.228021e+08   65497028.0  0.000000e+00  0.000000e+00  1.010455e+09   \n",
      "000029  2.487757e+08          0.0  0.000000e+00 -3.821948e+06  3.702050e+08   \n",
      "000030  5.563451e+08   12171078.0  0.000000e+00  1.033008e+06  6.588979e+08   \n",
      "000031  9.563686e+08       8788.0  0.000000e+00 -5.016878e+07  1.298788e+09   \n",
      "000032  1.620173e+08  133782480.0  0.000000e+00 -5.588281e+05  8.800302e+07   \n",
      "000034  2.777842e+08  296100512.0  0.000000e+00  6.580333e+06  3.538931e+08   \n",
      "000035  8.026797e+08   70425920.0  0.000000e+00  4.218994e+05  1.718883e+08   \n",
      "000036  7.572144e+08    5144250.0  0.000000e+00 -1.362383e+04  7.899994e+08   \n",
      "...              ...          ...           ...           ...           ...   \n",
      "603936  5.610000e+07  159357616.0  0.000000e+00  3.695890e+03  8.243576e+07   \n",
      "603937  5.222000e+07  156660000.0  0.000000e+00  0.000000e+00  8.677267e+07   \n",
      "603938  5.078660e+07   99380000.0  0.000000e+00  0.000000e+00  8.714086e+07   \n",
      "603939  1.342627e+08          0.0  0.000000e+00  0.000000e+00  3.210058e+08   \n",
      "603955  4.181250e+07   41779788.0  0.000000e+00  0.000000e+00  5.657195e+07   \n",
      "603958  6.599900e+07  153907648.0  0.000000e+00 -3.079220e+03  5.722974e+06   \n",
      "603959  1.014028e+08  164640000.0  0.000000e+00  0.000000e+00  0.000000e+00   \n",
      "603960  5.180843e+07   83391568.0  0.000000e+00  0.000000e+00  5.015454e+07   \n",
      "603963  3.445000e+07   53625000.0  0.000000e+00  0.000000e+00  5.406256e+06   \n",
      "603966  7.868906e+07  118055496.0  0.000000e+00  1.235934e+06  4.876592e+07   \n",
      "603968  1.229749e+08          0.0  0.000000e+00 -6.737338e+06  1.430232e+08   \n",
      "603969  3.262279e+08          0.0  0.000000e+00  0.000000e+00  9.064341e+07   \n",
      "603970  4.000008e+07  120000000.0  0.000000e+00 -6.131087e+04  9.106402e+07   \n",
      "603976  3.802878e+07  112900064.0  0.000000e+00  0.000000e+00  6.645834e+07   \n",
      "603977  1.081553e+08  133560000.0  0.000000e+00  0.000000e+00  5.495258e+07   \n",
      "603978  6.966496e+07   83878320.0  0.000000e+00  0.000000e+00  8.202401e+07   \n",
      "603979  2.942940e+08          0.0  0.000000e+00  3.567840e+07  2.577337e+08   \n",
      "603980  2.031172e+08  268882752.0  0.000000e+00  0.000000e+00  5.978312e+08   \n",
      "603985  4.160000e+07   37440000.0  0.000000e+00 -2.224676e+05  9.319402e+07   \n",
      "603986  1.050171e+08   77247312.0  0.000000e+00 -2.029097e+08  1.637558e+08   \n",
      "603987  2.004593e+08  175508976.0  0.000000e+00  0.000000e+00  1.397072e+08   \n",
      "603988  7.239400e+07          0.0  0.000000e+00  0.000000e+00  3.883675e+07   \n",
      "603989  1.362482e+08          0.0  0.000000e+00  0.000000e+00  2.258422e+08   \n",
      "603990  3.120247e+07   20650600.0  0.000000e+00  0.000000e+00  1.132946e+07   \n",
      "603991  2.817177e+07   33456080.0  0.000000e+00  0.000000e+00  2.221437e+07   \n",
      "603993  7.002772e+09          0.0  0.000000e+00  1.027969e+09  5.706269e+09   \n",
      "603996  1.032750e+08  196875008.0  0.000000e+00  0.000000e+00  8.930331e+07   \n",
      "603997  1.710000e+08    7719200.0  0.000000e+00  2.643254e+07  2.714353e+08   \n",
      "603998  2.378178e+08    3366000.0  0.000000e+00  0.000000e+00  6.644871e+07   \n",
      "603999  2.304000e+08  345600000.0  0.000000e+00  0.000000e+00  3.058371e+07   \n",
      "\n",
      "              col271  col272  col273  col274        col275        col276  \\\n",
      "code                                                                       \n",
      "000001  2.352310e+11     0.0     0.0     2.0  2.854931e+08  2.449200e+10   \n",
      "000002  1.400014e+11     0.0     0.0     2.0  4.168881e+09  3.094537e+10   \n",
      "000004  1.270713e+08     0.0     0.0     1.0  2.387685e+07  1.140923e+07   \n",
      "000005  1.329043e+09     0.0     0.0     5.0  2.275074e+08  3.805370e+07   \n",
      "000006  5.826666e+09     0.0     0.0     1.0  1.629668e+08  9.697396e+08   \n",
      "000007  3.782636e+08     0.0     0.0     4.0  9.319676e+07 -2.534897e+06   \n",
      "000008  7.103097e+09     0.0     0.0     5.0  6.660637e+08  8.754168e+08   \n",
      "000009  5.088411e+09     0.0     0.0     2.0  3.758013e+08  5.133391e+07   \n",
      "000010  9.642956e+08     0.0     0.0     6.0  1.316384e+08 -1.266079e+09   \n",
      "000011  2.885240e+09     0.0     0.0     2.0  3.089895e+07  1.909848e+08   \n",
      "000012  8.956264e+09     0.0     0.0     2.0  1.052077e+08  5.834932e+08   \n",
      "000014  7.410602e+08     0.0     0.0     1.0  6.861339e+07  5.448115e+06   \n",
      "000016  8.015668e+09     0.0     0.0     1.0  5.237469e+08  5.358014e+09   \n",
      "000017  1.698295e+07     0.0     0.0     3.0  6.811115e+07  3.977775e+06   \n",
      "000018  2.085798e+09     0.0     0.0     3.0  1.069930e+08 -4.887181e+06   \n",
      "000019  9.169464e+08     0.0     0.0     2.0  1.455000e+08 -5.767936e+07   \n",
      "000020  3.211705e+08     0.0     0.0     1.0  1.164899e+08  1.123515e+06   \n",
      "000021  6.180258e+09     0.0     0.0     3.0  7.640881e+08  5.131323e+08   \n",
      "000023  4.158874e+08     0.0     0.0     6.0  6.010734e+07  7.286440e+06   \n",
      "000025  9.990995e+08     0.0     0.0     2.0  2.138996e+08  6.209859e+07   \n",
      "000026  2.551131e+09     0.0     0.0     3.0  1.712539e+08  1.663293e+08   \n",
      "000027  2.108702e+10     0.0     0.0     3.0  1.009986e+09  5.495073e+08   \n",
      "000028  1.101621e+10     0.0     0.0     1.0  1.849423e+08  1.181660e+09   \n",
      "000029  3.199567e+09     0.0     0.0     1.0  6.428843e+08  4.094060e+08   \n",
      "000030  6.162475e+09     0.0     0.0     5.0  1.223746e+09  8.481062e+08   \n",
      "000031  7.370865e+09     0.0     0.0     1.0  8.573541e+08  1.327509e+09   \n",
      "000032  1.331908e+09     0.0     0.0     2.0  1.287180e+08  5.172858e+07   \n",
      "000034  3.676181e+09     0.0     0.0     4.0  1.159596e+08  7.546099e+08   \n",
      "000035  3.186550e+09     0.0     0.0     4.0  5.087188e+08  2.485887e+08   \n",
      "000036  4.590680e+09     0.0     0.0     3.0  3.957741e+08  1.000378e+09   \n",
      "...              ...     ...     ...     ...           ...           ...   \n",
      "603936  2.111258e+09     0.0     0.0     0.0  0.000000e+00  9.116078e+07   \n",
      "603937  1.291449e+09     0.0     0.0     0.0  0.000000e+00  1.120532e+08   \n",
      "603938  1.035587e+09     0.0     0.0     0.0  0.000000e+00  1.350313e+08   \n",
      "603939  3.379798e+09     0.0     0.0     6.0  2.004667e+08  4.020771e+08   \n",
      "603955  1.091465e+09     0.0     0.0     5.0  3.341261e+07  8.002553e+07   \n",
      "603958  1.085526e+09     0.0     0.0     5.0  1.059930e+07  4.582262e+06   \n",
      "603959  1.045267e+09     0.0     0.0     3.0  5.047710e+07  1.408153e+08   \n",
      "603960  4.660434e+08     0.0     0.0     2.0  3.519890e+06  6.511524e+07   \n",
      "603963  4.588333e+08     0.0     0.0     4.0  4.411216e+07  1.083685e+07   \n",
      "603966  8.790393e+08     0.0     0.0     4.0  1.889436e+07  6.794239e+07   \n",
      "603968  1.398197e+09     0.0     0.0     3.0  3.751312e+07  2.041927e+08   \n",
      "603969  1.666443e+09     0.0     0.0     0.0  0.000000e+00  1.187271e+08   \n",
      "603970  8.405501e+08     0.0     0.0     0.0  0.000000e+00  1.085217e+08   \n",
      "603976  9.712756e+08     0.0     0.0     0.0  0.000000e+00  8.422182e+07   \n",
      "603977  9.786522e+08     0.0     0.0     4.0  8.133042e+07  6.444195e+07   \n",
      "603978  1.368605e+09     0.0     0.0     2.0  6.342960e+06  1.040492e+08   \n",
      "603979  4.016968e+09     0.0     0.0     6.0  3.318637e+08  2.628705e+08   \n",
      "603980  4.189722e+09     0.0     0.0     1.0  2.800000e+07  6.439636e+08   \n",
      "603985  1.069843e+09     0.0     0.0     7.0  2.587444e+07  1.204882e+08   \n",
      "603986  1.910807e+09     0.0     0.0     5.0  9.384656e+07  4.252992e+08   \n",
      "603987  1.296577e+09     0.0     0.0     8.0  1.138993e+08  1.418519e+08   \n",
      "603988  6.625242e+08     0.0     0.0     0.0  0.000000e+00  4.781234e+07   \n",
      "603989  1.985776e+09     0.0     0.0     1.0  1.904931e+08  2.926521e+08   \n",
      "603990  4.320213e+08     0.0     0.0     6.0  2.231851e+07  3.327710e+07   \n",
      "603991  4.760800e+08     0.0     0.0     6.0  2.148612e+07  3.967242e+07   \n",
      "603993  4.127170e+10     0.0     0.0     3.0  1.140271e+10  5.248196e+09   \n",
      "603996  1.570665e+09     0.0     0.0     1.0  9.459970e+05  1.653383e+08   \n",
      "603997  1.812383e+09     0.0     0.0     2.0  4.590000e+08  3.074075e+08   \n",
      "603998  1.041318e+09     0.0     0.0     1.0  1.443488e+07  4.517319e+07   \n",
      "603999  1.698014e+09     0.0     0.0     8.0  4.370524e+07  5.302794e+07   \n",
      "\n",
      "        col277      col278  col279        col280     col281  col282  \\\n",
      "code                                                                  \n",
      "000001     0.0         0.0     3.0  1.001717e+09   9.480000  0.4089   \n",
      "000002     0.0         0.0     1.0  1.895660e+08  10.040000  0.4393   \n",
      "000004     0.0         0.0     1.0  8.397600e+06  -2.020000 -0.0410   \n",
      "000005     0.0         0.0     0.0  0.000000e+00   0.490000 -0.0030   \n",
      "000006     0.0         0.0     2.0  6.196660e+07   8.770000  0.0643   \n",
      "000007     1.0   2416327.0     0.0  0.000000e+00  -2.260000  0.0066   \n",
      "000008     0.0         0.0     0.0  0.000000e+00   1.720000  0.0230   \n",
      "000009     0.0         0.0     1.0  7.578186e+06   1.950000  0.0399   \n",
      "000010     2.0  17427200.0     0.0  0.000000e+00 -18.120001 -0.1336   \n",
      "000011     0.0         0.0     0.0  0.000000e+00   4.920000  0.1040   \n",
      "000012     0.0         0.0     1.0  5.265044e+07   5.390000  0.0299   \n",
      "000014     0.0         0.0     0.0  0.000000e+00   0.310000 -0.0220   \n",
      "000016     1.0  21145380.0     0.0  0.000000e+00   5.240000 -0.0840   \n",
      "000017     0.0         0.0     0.0  0.000000e+00   6.600000  0.0006   \n",
      "000018     0.0         0.0     0.0  0.000000e+00   1.200000 -0.0855   \n",
      "000019     0.0         0.0     1.0  1.472625e+06  -3.220000 -0.0246   \n",
      "000020     0.0         0.0     0.0  0.000000e+00   0.160000 -0.0120   \n",
      "000021     0.0         0.0     1.0  3.993100e+06   7.250000 -0.0004   \n",
      "000023     0.0         0.0     0.0  0.000000e+00   2.560000  0.0694   \n",
      "000025     0.0         0.0     0.0  0.000000e+00   3.650000  0.0229   \n",
      "000026     1.0   5982200.0     0.0  0.000000e+00   6.550000  0.1104   \n",
      "000027     0.0         0.0     3.0  1.345496e+08   2.790000  0.0175   \n",
      "000028     0.0         0.0     1.0  3.804400e+06   9.210000  0.6594   \n",
      "000029     0.0         0.0     1.0  1.165500e+06  12.410000  0.0442   \n",
      "000030     0.0         0.0     2.0  7.749802e+07  11.230000  0.0954   \n",
      "000031     0.0         0.0     2.0  8.485205e+07  12.960000  0.1535   \n",
      "000032     0.0         0.0     0.0  0.000000e+00   5.330000  0.0537   \n",
      "000034     0.0         0.0     0.0  0.000000e+00   9.810000  0.1103   \n",
      "000035     1.0  22727272.0     0.0  0.000000e+00   5.310000  0.0573   \n",
      "000036     0.0         0.0     0.0  0.000000e+00  15.450000  0.3096   \n",
      "...        ...         ...     ...           ...        ...     ...   \n",
      "603936     0.0         0.0     0.0  0.000000e+00   7.220000  0.1480   \n",
      "603937     0.0         0.0     0.0  0.000000e+00   6.910000  0.1624   \n",
      "603938     0.0         0.0     0.0  0.000000e+00   8.650000  0.0547   \n",
      "603939     0.0         0.0     1.0  1.746842e+07   3.170000  0.2262   \n",
      "603955     0.0         0.0     0.0  0.000000e+00   4.830000  0.1163   \n",
      "603958     0.0         0.0     0.0  0.000000e+00   0.650000 -0.1585   \n",
      "603959     0.0         0.0     0.0  0.000000e+00   9.040000  0.0341   \n",
      "603960     0.0         0.0     0.0  0.000000e+00   9.370000  0.0948   \n",
      "603963     0.0         0.0     0.0  0.000000e+00   1.170000  0.0052   \n",
      "603966     0.0         0.0     0.0  0.000000e+00   5.540000  0.0957   \n",
      "603968     0.0         0.0     0.0  0.000000e+00  10.660000  0.2617   \n",
      "603969     0.0         0.0     0.0  0.000000e+00   5.510000  0.0564   \n",
      "603970     0.0         0.0     0.0  0.000000e+00  10.950000  0.0507   \n",
      "603976     1.0    173900.0     0.0  0.000000e+00   6.890000  0.1281   \n",
      "603977     0.0         0.0     0.0  0.000000e+00   5.460000  0.0477   \n",
      "603978     0.0         0.0     1.0  2.400000e+06   6.100000  0.1711   \n",
      "603979     1.0   9258080.0     0.0  0.000000e+00   5.630000  0.0914   \n",
      "603980     0.0         0.0     0.0  0.000000e+00  13.040000  0.5028   \n",
      "603985     0.0         0.0     0.0  0.000000e+00   9.020000  0.3414   \n",
      "603986     1.0  15081300.0     0.0  0.000000e+00  19.990000  0.4305   \n",
      "603987     0.0         0.0     0.0  0.000000e+00   8.910000  0.1072   \n",
      "603988     0.0         0.0     1.0  4.977420e+05   5.780000  0.0556   \n",
      "603989     1.0   2592200.0     1.0  5.307633e+06  11.530000  0.2332   \n",
      "603990     0.0         0.0     0.0  0.000000e+00   2.640000 -0.0149   \n",
      "603991     0.0         0.0     0.0  0.000000e+00   4.740000  0.1271   \n",
      "603993     0.0         0.0     0.0  0.000000e+00  10.350000  0.0444   \n",
      "603996     0.0         0.0     0.0  0.000000e+00   5.800000  0.2047   \n",
      "603997     2.0   4266083.0     0.0  0.000000e+00  13.030000  0.1407   \n",
      "603998     0.0         0.0     0.0  0.000000e+00   6.000000  0.0320   \n",
      "603999     0.0         0.0     0.0  0.000000e+00   1.820000  0.0291   \n",
      "\n",
      "              col283        col284      col285      col286  \n",
      "code                                                        \n",
      "000001  1.126170e+07  64544.570312    0.000000    0.000000  \n",
      "000002  3.018187e+07  18956.599609    0.000000    0.000000  \n",
      "000004  3.237866e+04    839.760010    0.000000    0.000000  \n",
      "000005  5.996950e+04      0.000000    0.000000    0.000000  \n",
      "000006  2.234082e+05   6196.660156    0.000000    0.000000  \n",
      "000007  3.784559e+03      0.000000    0.000000    0.000000  \n",
      "000008  2.641308e+05      0.000000    0.000000    0.000000  \n",
      "000009  8.799654e+05      0.000000    0.000000    0.000000  \n",
      "000010  3.052393e+04      0.000000    0.000000    0.000000  \n",
      "000011  1.450967e+05      0.000000    0.000000    0.000000  \n",
      "000012  1.123974e+06   5265.044434    0.000000    0.000000  \n",
      "000014  2.707292e+04      0.000000    0.000000    0.000000  \n",
      "000016  4.082588e+06      0.000000    0.000000    0.000000  \n",
      "000017  1.432240e+04      0.000000    0.000000    0.000000  \n",
      "000018  4.070972e+05      0.000000    0.000000    0.000000  \n",
      "000019  3.017851e+04    147.262497    0.000000    0.000000  \n",
      "000020  6.756394e+04      0.000000    0.000000    0.000000  \n",
      "000021  1.609534e+06    399.309998    0.000000    0.000000  \n",
      "000023  1.362080e+05      0.000000    0.000000    0.000000  \n",
      "000025  3.994480e+04      0.000000    0.000000    0.000000  \n",
      "000026  3.434843e+05      0.000000    0.000000    0.000000  \n",
      "000027  1.747676e+06  12584.836914    0.000000    0.000000  \n",
      "000028  4.175162e+06      0.000000    0.000000    0.000000  \n",
      "000029  1.981448e+05    116.550003  143.258347  170.287048  \n",
      "000030  7.786836e+05   9451.642578    0.000000    0.000000  \n",
      "000031  1.341441e+06   6586.459961    0.000000    0.000000  \n",
      "000032  1.754106e+05      0.000000    0.000000    0.000000  \n",
      "000034  7.537147e+06      0.000000    0.000000    0.000000  \n",
      "000035  1.985746e+05      0.000000    0.000000    0.000000  \n",
      "000036  3.651827e+05      0.000000    0.000000    0.000000  \n",
      "...              ...           ...         ...         ...  \n",
      "603936  1.989679e+05      0.000000    0.000000    0.000000  \n",
      "603937  1.321132e+05      0.000000    0.000000    0.000000  \n",
      "603938  1.107130e+05      0.000000    0.000000    0.000000  \n",
      "603939  6.053915e+05      0.000000    0.000000    0.000000  \n",
      "603955  7.653638e+04      0.000000    0.000000    0.000000  \n",
      "603958  1.409184e+05      0.000000    0.000000    0.000000  \n",
      "603959  7.220245e+04      0.000000    0.000000    0.000000  \n",
      "603960  4.645238e+04      0.000000    0.000000    0.000000  \n",
      "603963  3.845584e+04      0.000000    0.000000    0.000000  \n",
      "603966  7.290388e+04      0.000000    0.000000    0.000000  \n",
      "603968  2.001945e+05      0.000000    0.000000    0.000000  \n",
      "603969  2.320163e+05      0.000000    0.000000    0.000000  \n",
      "603970  3.561084e+05      0.000000    0.000000    0.000000  \n",
      "603976  5.808885e+04      0.000000    0.000000    0.000000  \n",
      "603977  6.645724e+04      0.000000    0.000000    0.000000  \n",
      "603978  1.044606e+05    240.000000    0.000000    0.000000  \n",
      "603979  2.894684e+05      0.000000    0.000000    0.000000  \n",
      "603980  2.722080e+05      0.000000    0.000000    0.000000  \n",
      "603985  9.912563e+04      0.000000    0.000000    0.000000  \n",
      "603986  2.233764e+05      0.000000    0.000000    0.000000  \n",
      "603987  1.388729e+05      0.000000    0.000000    0.000000  \n",
      "603988  4.212370e+04     49.774200    0.000000    0.000000  \n",
      "603989  2.135564e+05      0.000000    0.000000    0.000000  \n",
      "603990  2.625486e+04      0.000000    0.000000    0.000000  \n",
      "603991  5.686975e+04      0.000000    0.000000    0.000000  \n",
      "603993  2.652484e+06      0.000000    0.000000    0.000000  \n",
      "603996  8.231264e+05      0.000000    0.000000    0.000000  \n",
      "603997  2.153761e+05      0.000000    0.000000    0.000000  \n",
      "603998  9.995343e+04      0.000000    0.000000    0.000000  \n",
      "603999  7.330812e+04      0.000000    0.000000    0.000000  \n",
      "\n",
      "[3593 rows x 287 columns]\n"
     ]
    }
   ],
   "source": [
    "datacrawler = HistoryFinancialCrawler()\n",
    "result = datacrawler.fetch_and_parse(reporthook=demo_reporthook, filename='gpcw20180930.zip', path_to_download=\"C:\\\\quanttime\\\\data\\\\finance\\\\tmp\\\\gpcw20180930.zip\")\n",
    "print(datacrawler.to_df(data=result))"
   ]
  }
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